diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_02a5f5e6884ff58f/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_02a5f5e6884ff58f/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f08e61020f0158bafb0e4c2f64e9766fa366bd42
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_02a5f5e6884ff58f/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=duration, measure_col=release_year.
+Result preview: [{"duration": "", "director": "Louis C.K.", "total_measure": 6042.0, "share_within_group": 100.0}, {"duration": "10 Seasons", "director": "", "total_measure": 14035.0, "share_within_group": 100.0}, {"duration": "10 min", "director": "", "total_measure": 2019.0, "share_within_group": 100.0}, {"duration": "11 Seasons", "director": "", "total_measure": 3995.0, "share_within_group": 100.0}, {"duration": "11 min", "director": "Momoko Kamiya", "total_measure": 4036.0, "share_within_group": 100.0}] Results were truncated.
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_02a5f5e6884ff58f/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_02a5f5e6884ff58f/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..a656888b11b000ea99c112fb04e388f82920fa63
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_02a5f5e6884ff58f/generated_sql.sql
@@ -0,0 +1,19 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: c17
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: within_group_proportion
+-- template_id: tpl_tpcds_within_group_share
+-- query_record_id: v2q_c17_02a5f5e6884ff58f
+-- problem_id: v2p_c17_15b08d51258d4d69
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "duration", "director",
+       SUM(CAST("release_year" AS REAL)) AS total_measure,
+       SUM(CAST("release_year" AS REAL)) * 100.0 / SUM(SUM(CAST("release_year" AS REAL))) OVER (PARTITION BY "duration") AS share_within_group
+FROM "c17"
+GROUP BY "duration", "director"
+ORDER BY share_within_group DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_02a5f5e6884ff58f/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_02a5f5e6884ff58f/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..c8cc84703e7d3ec26cd2142c446da50b94968d82
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_02a5f5e6884ff58f/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"duration\", \"director\",\n       SUM(CAST(\"release_year\" AS REAL)) AS total_measure,\n       SUM(CAST(\"release_year\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"release_year\" AS REAL))) OVER (PARTITION BY \"duration\") AS share_within_group\nFROM \"c17\"\nGROUP BY \"duration\", \"director\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"duration\\\", \\\"director\\\",\\n       SUM(CAST(\\\"release_year\\\" AS REAL)) AS total_measure,\\n       SUM(CAST(\\\"release_year\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"release_year\\\" AS REAL))) OVER (PARTITION BY \\\"duration\\\") AS share_within_group\\nFROM \\\"c17\\\"\\nGROUP BY \\\"duration\\\", \\\"director\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"duration\", \"director\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"duration\": \"\", \"director\": \"Louis C.K.\", \"total_measure\": 6042.0, \"share_within_group\": 100.0}, {\"duration\": \"10 Seasons\", \"director\": \"\", \"total_measure\": 14035.0, \"share_within_group\": 100.0}, {\"duration\": \"10 min\", \"director\": \"\", \"total_measure\": 2019.0, \"share_within_group\": 100.0}, {\"duration\": \"11 Seasons\", \"director\": \"\", \"total_measure\": 3995.0, \"share_within_group\": 100.0}, {\"duration\": \"11 min\", \"director\": \"Momoko Kamiya\", \"total_measure\": 4036.0, \"share_within_group\": 100.0}, {\"duration\": \"12 Seasons\", \"director\": \"\", \"total_measure\": 4035.0, \"share_within_group\": 100.0}, {\"duration\": \"13 Seasons\", \"director\": \"\", \"total_measure\": 6053.0, \"share_within_group\": 100.0}, {\"duration\": \"16 min\", \"director\": \"Sharmeen Obaid-Chinoy\", \"total_measure\": 2020.0, \"share_within_group\": 100.0}, {\"duration\": \"167 min\", \"director\": \"Martin Scorsese\", \"total_measure\": 2002.0, \"share_within_group\": 100.0}, {\"duration\": \"17 Seasons\", \"director\": \"\", \"total_measure\": 2020.0, \"share_within_group\": 100.0}, {\"duration\": \"178 min\", \"director\": \"Raj Kapoor\", \"total_measure\": 1985.0, \"share_within_group\": 100.0}, {\"duration\": \"18 min\", \"director\": \"John Ford\", \"total_measure\": 1942.0, \"share_within_group\": 100.0}, {\"duration\": \"186 min\", \"director\": \"Cristi Puiu\", \"total_measure\": 2010.0, \"share_within_group\": 100.0}, {\"duration\": \"189 min\", \"director\": \"Paul Thomas Anderson\", \"total_measure\": 1999.0, \"share_within_group\": 100.0}, {\"duration\": \"191 min\", \"director\": \"Lawrence Kasdan\", \"total_measure\": 1994.0, \"share_within_group\": 100.0}, {\"duration\": \"193 min\", \"director\": \"Sooraj R. Barjatya\", \"total_measure\": 1994.0, \"share_within_group\": 100.0}, {\"duration\": \"194 min\", \"director\": \"Youssef Chahine\", \"total_measure\": 1963.0, \"share_within_group\": 100.0}, {\"duration\": \"196 min\", \"director\": \"Bassam Kurdali\", \"total_measure\": 2006.0, \"share_within_group\": 100.0}, {\"duration\": \"200 min\", \"director\": \"David Lean\", \"total_measure\": 1965.0, \"share_within_group\": 100.0}, {\"duration\": \"201 min\", \"director\": \"Peter Jackson\", \"total_measure\": 2003.0, \"share_within_group\": 100.0}, {\"duration\": \"203 min\", \"director\": \"Ashutosh Gowariker\", \"total_measure\": 2009.0, \"share_within_group\": 100.0}, {\"duration\": \"205 min\", \"director\": \"David Batty\", \"total_measure\": 2015.0, \"share_within_group\": 100.0}, {\"duration\": \"208 min\", \"director\": \"Martin Scorsese\", \"total_measure\": 2005.0, \"share_within_group\": 100.0}, {\"duration\": \"212 min\", \"director\": \"Hidenori Inoue\", \"total_measure\": 2017.0, \"share_within_group\": 100.0}, {\"duration\": \"214 min\", \"director\": \"Ashutosh Gowariker\", \"total_measure\": 2008.0, \"share_within_group\": 100.0}, {\"duration\": \"224 min\", \"director\": \"Ashutosh Gowariker\", \"total_measure\": 2001.0, \"share_within_group\": 100.0}, {\"duration\": \"228 min\", \"director\": \"Raj Kapoor\", \"total_measure\": 1964.0, \"share_within_group\": 100.0}, {\"duration\": \"229 min\", \"director\": \"Sergio Leone\", \"total_measure\": 1984.0, \"share_within_group\": 100.0}, {\"duration\": \"230 min\", \"director\": \"Hussein Kamal\", \"total_measure\": 1984.0, \"share_within_group\": 100.0}, {\"duration\": \"233 min\", \"director\": \"Fouad El-Mohandes\", \"total_measure\": 1982.0, \"share_within_group\": 100.0}, {\"duration\": \"237 min\", \"director\": \"Samir Al Asfory\", \"total_measure\": 1979.0, \"share_within_group\": 100.0}, {\"duration\": \"253 min\", \"director\": \"Houssam El-Din Mustafa\", \"total_measure\": 1973.0, \"share_within_group\": 100.0}, {\"duration\": \"273 min\", \"director\": \"\", \"total_measure\": 2021.0, \"share_within_group\": 100.0}, {\"duration\": \"3 min\", \"director\": \"Limbert Fabian, Brandon Oldenburg\", \"total_measure\": 2014.0, \"share_within_group\": 100.0}, {\"duration\": \"312 min\", \"director\": \"\", \"total_measure\": 2018.0, \"share_within_group\": 100.0}, {\"duration\": \"34 min\", \"director\": \"\", \"total_measure\": 6055.0, \"share_within_group\": 100.0}, {\"duration\": \"43 min\", \"director\": \"Chad Van De Keere\", \"total_measure\": 2012.0, \"share_within_group\": 100.0}, {\"duration\": \"5 min\", \"director\": \"Akira Saitoh\", \"total_measure\": 2020.0, \"share_within_group\": 100.0}, {\"duration\": \"8 min\", \"director\": \"Arnon Manor, Timothy Ware-Hill\", \"total_measure\": 2020.0, \"share_within_group\": 100.0}, {\"duration\": \"9 min\", \"director\": \"Frank E. Abney III\", \"total_measure\": 2020.0, \"share_within_group\": 100.0}, {\"duration\": \"3 Seasons\", \"director\": \"\", \"total_measure\": 393462.0, \"share_within_group\": 97.9921499088473}, {\"duration\": \"4 Seasons\", \"director\": \"\", \"total_measure\": 183439.0, \"share_within_group\": 95.78509850609103}, {\"duration\": \"7 Seasons\", \"director\": \"\", \"total_measure\": 44263.0, \"share_within_group\": 95.63348025235503}, {\"duration\": \"2 Seasons\", \"director\": \"\", \"total_measure\": 814940.0, \"share_within_group\": 95.05447080504817}, {\"duration\": \"6 Seasons\", \"director\": \"\", \"total_measure\": 60420.0, \"share_within_group\": 90.88857800442258}, {\"duration\": \"5 Seasons\", \"director\": \"\", \"total_measure\": 118954.0, \"share_within_group\": 90.76785727911609}, {\"duration\": \"1 Season\", \"director\": \"\", \"total_measure\": 3244524.0, \"share_within_group\": 89.73338223068154}, {\"duration\": \"8 Seasons\", \"director\": \"\", \"total_measure\": 28169.0, \"share_within_group\": 82.31735827001754}, {\"duration\": \"36 min\", \"director\": \"\", \"total_measure\": 8084.0, \"share_within_group\": 80.01583688013461}, {\"duration\": \"37 min\", \"director\": \"\", \"total_measure\": 4038.0, \"share_within_group\": 66.84323787452409}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 29.79}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_02a5f5e6884ff58f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_02a5f5e6884ff58f/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..572412799b42645c2622474add015ed5ba5be8cb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_02a5f5e6884ff58f/run_manifest.json
@@ -0,0 +1,91 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "c17",
+  "started_at": "2026-05-19T15:37:04.135161+00:00",
+  "ended_at": "2026-05-19T15:37:17.364985+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c17_02a5f5e6884ff58f",
+    "problem_id": "v2p_c17_15b08d51258d4d69",
+    "dataset_id": "c17",
+    "template_id": "tpl_tpcds_within_group_share",
+    "template_name": "Within-Group Share of Total",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "dependency_strength_similarity",
+    "intended_facet_id": "pairwise_conditional_dependency",
+    "variant_semantic_role": "within_group_proportion",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=duration, measure_col=release_year.",
+    "bindings": {
+      "group_col": "duration",
+      "measure_col": "release_year",
+      "item_col": "director",
+      "top_k": 16,
+      "top_n": 7,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.05,
+      "baseline_multiplier": 1.75,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 4,
+      "measure_threshold": 2018.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "item_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n       SUM({measure_col}) AS total_measure,\n       SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;",
+    "notes": [
+      "default_facets=pairwise_conditional_dependency",
+      "template_selection_mode=rule",
+      "problem_index_within_template=8",
+      "sql_variant_index=2/2",
+      "binding_index=31"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 3,
+    "problem_index_within_template": 8,
+    "sql_variant_index": 2,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_02a5f5e6884ff58f.sql",
+  "usage_summary": {
+    "dataset_id": "c17",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c17_02a5f5e6884ff58f",
+    "api_calls": 0,
+    "input_tokens": 14763,
+    "cached_input_tokens": 13696,
+    "output_tokens": 634,
+    "total_tokens": 15397,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 13192.65,
+    "sql_execution_elapsed_ms_total": 29.79,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_02a5f5e6884ff58f/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_02a5f5e6884ff58f/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_02a5f5e6884ff58f/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..3a290c80771dda6fb8b53e4c5654cbeb06804a49
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_02a5f5e6884ff58f/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:37:17.332838+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13192.65, "started_at": "2026-05-19T15:37:04.139132+00:00", "ended_at": "2026-05-19T15:37:17.331815+00:00", "prompt_metrics": {"chars": 9590, "bytes_utf8": 9592, "lines": 242, "estimated_tokens": null}, "response_metrics": {"chars": 608, "bytes_utf8": 608, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14763, "cached_input_tokens": 13696, "output_tokens": 634, "reasoning_output_tokens": 475}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"duration\\\", \\\"director\\\",\\n       SUM(CAST(\\\"release_year\\\" AS REAL)) AS total_measure,\\n       SUM(CAST(\\\"release_year\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"release_year\\\" AS REAL))) OVER (PARTITION BY \\\"duration\\\") AS share_within_group\\nFROM \\\"c17\\\"\\nGROUP BY \\\"duration\\\", \\\"director\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the planned within-group share template with group_col=\\\"duration\\\", item_col=\\\"director\\\", and measure_col=\\\"release_year\\\". Cast \\\"release_year\\\" from TEXT to REAL so SUM works numerically in SQLite.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_02a5f5e6884ff58f/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_02a5f5e6884ff58f/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..982fedb8ca33bf9cfc3873f670d92dc57f26ef78
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_02a5f5e6884ff58f/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c17",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c17_02a5f5e6884ff58f",
+  "api_calls": 0,
+  "input_tokens": 14763,
+  "cached_input_tokens": 13696,
+  "output_tokens": 634,
+  "total_tokens": 15397,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 13192.65,
+  "sql_execution_elapsed_ms_total": 29.79,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_02a5f5e6884ff58f/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0804d31c2d19ff53/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0804d31c2d19ff53/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e0753f0c2af8701cf1cf11955b6d2d1fbc91f9c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0804d31c2d19ff53/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=release_year.
+Result preview: [{"release_year": "2018", "row_count": 1147}, {"release_year": "2017", "row_count": 1032}, {"release_year": "2019", "row_count": 1030}, {"release_year": "2020", "row_count": 953}, {"release_year": "2016", "row_count": 902}] Results were truncated.
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0804d31c2d19ff53/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0804d31c2d19ff53/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..2bee9bcc2f0de3c0fd3e820b6bc77cf8ec94e354
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0804d31c2d19ff53/generated_sql.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: c17
+-- family_id: subgroup_structure
+-- canonical_subitem_id: subgroup_size_stability
+-- intended_facet_id: subgroup_distribution_shift
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_clickbench_group_count
+-- query_record_id: v2q_c17_0804d31c2d19ff53
+-- problem_id: v2p_c17_220d039a9890c189
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "release_year", COUNT(*) AS row_count
+FROM "c17"
+GROUP BY "release_year"
+ORDER BY row_count DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0804d31c2d19ff53/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0804d31c2d19ff53/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..696bef464ff06a90765bbe0950b93aca2f348a17
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0804d31c2d19ff53/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"release_year\", COUNT(*) AS row_count\nFROM \"c17\"\nGROUP BY \"release_year\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"release_year\\\", COUNT(*) AS row_count\\nFROM \\\"c17\\\"\\nGROUP BY \\\"release_year\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"release_year\", \"row_count\"], \"rows\": [{\"release_year\": \"2018\", \"row_count\": 1147}, {\"release_year\": \"2017\", \"row_count\": 1032}, {\"release_year\": \"2019\", \"row_count\": 1030}, {\"release_year\": \"2020\", \"row_count\": 953}, {\"release_year\": \"2016\", \"row_count\": 902}, {\"release_year\": \"2021\", \"row_count\": 592}, {\"release_year\": \"2015\", \"row_count\": 560}, {\"release_year\": \"2014\", \"row_count\": 352}, {\"release_year\": \"2013\", \"row_count\": 288}, {\"release_year\": \"2012\", \"row_count\": 237}, {\"release_year\": \"2010\", \"row_count\": 194}, {\"release_year\": \"2011\", \"row_count\": 185}, {\"release_year\": \"2009\", \"row_count\": 152}, {\"release_year\": \"2008\", \"row_count\": 136}, {\"release_year\": \"2006\", \"row_count\": 96}, {\"release_year\": \"2007\", \"row_count\": 88}, {\"release_year\": \"2005\", \"row_count\": 80}, {\"release_year\": \"2004\", \"row_count\": 64}, {\"release_year\": \"2003\", \"row_count\": 61}, {\"release_year\": \"2002\", \"row_count\": 51}, {\"release_year\": \"2001\", \"row_count\": 45}, {\"release_year\": \"1999\", \"row_count\": 39}, {\"release_year\": \"1997\", \"row_count\": 38}, {\"release_year\": \"2000\", \"row_count\": 37}, {\"release_year\": \"1998\", \"row_count\": 36}, {\"release_year\": \"1993\", \"row_count\": 28}, {\"release_year\": \"1995\", \"row_count\": 25}, {\"release_year\": \"1996\", \"row_count\": 24}, {\"release_year\": \"1992\", \"row_count\": 23}, {\"release_year\": \"1994\", \"row_count\": 22}, {\"release_year\": \"1990\", \"row_count\": 22}, {\"release_year\": \"1988\", \"row_count\": 18}, {\"release_year\": \"1991\", \"row_count\": 17}, {\"release_year\": \"1982\", \"row_count\": 17}, {\"release_year\": \"1989\", \"row_count\": 16}, {\"release_year\": \"1986\", \"row_count\": 13}, {\"release_year\": \"1981\", \"row_count\": 13}, {\"release_year\": \"1984\", \"row_count\": 12}, {\"release_year\": \"1983\", \"row_count\": 11}, {\"release_year\": \"1980\", \"row_count\": 11}, {\"release_year\": \"1979\", \"row_count\": 11}, {\"release_year\": \"1985\", \"row_count\": 10}, {\"release_year\": \"1973\", \"row_count\": 10}, {\"release_year\": \"1976\", \"row_count\": 9}, {\"release_year\": \"1987\", \"row_count\": 8}, {\"release_year\": \"1978\", \"row_count\": 7}, {\"release_year\": \"1977\", \"row_count\": 7}, {\"release_year\": \"1975\", \"row_count\": 7}, {\"release_year\": \"1974\", \"row_count\": 7}, {\"release_year\": \"1972\", \"row_count\": 5}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 10.61}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0804d31c2d19ff53/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0804d31c2d19ff53/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..f000cc65ea604bfc48255ddbc92b2e8beb545c8e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0804d31c2d19ff53/run_manifest.json
@@ -0,0 +1,87 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "c17",
+  "started_at": "2026-05-19T15:32:20.806570+00:00",
+  "ended_at": "2026-05-19T15:32:36.810544+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c17_0804d31c2d19ff53",
+    "problem_id": "v2p_c17_220d039a9890c189",
+    "dataset_id": "c17",
+    "template_id": "tpl_clickbench_group_count",
+    "template_name": "Grouped Count by Category",
+    "family_id": "subgroup_structure",
+    "canonical_subitem_id": "subgroup_size_stability",
+    "intended_facet_id": "subgroup_distribution_shift",
+    "variant_semantic_role": "count_distribution",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=release_year.",
+    "bindings": {
+      "group_col": "release_year",
+      "top_k": 12,
+      "top_n": 4,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 2019.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;",
+    "notes": [
+      "default_facets=subgroup_distribution_shift",
+      "template_selection_mode=rule",
+      "problem_index_within_template=6",
+      "sql_variant_index=1/1",
+      "binding_index=17"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 2,
+    "problem_index_within_template": 6,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_0804d31c2d19ff53.sql",
+  "usage_summary": {
+    "dataset_id": "c17",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c17_0804d31c2d19ff53",
+    "api_calls": 0,
+    "input_tokens": 14620,
+    "cached_input_tokens": 12032,
+    "output_tokens": 216,
+    "total_tokens": 14836,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 15985.55,
+    "sql_execution_elapsed_ms_total": 10.61,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0804d31c2d19ff53/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0804d31c2d19ff53/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0804d31c2d19ff53/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..32c864377c6780e521e378dec9dbf6c11a48ecea
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0804d31c2d19ff53/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:32:36.796618+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15985.55, "started_at": "2026-05-19T15:32:20.809373+00:00", "ended_at": "2026-05-19T15:32:36.794956+00:00", "prompt_metrics": {"chars": 9087, "bytes_utf8": 9089, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 277, "bytes_utf8": 277, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14620, "cached_input_tokens": 12032, "output_tokens": 216, "reasoning_output_tokens": 143}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"release_year\\\", COUNT(*) AS row_count\\nFROM \\\"c17\\\"\\nGROUP BY \\\"release_year\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Grouped count by \\\"release_year\\\" on single table \\\"c17\\\", following the provided template exactly.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0804d31c2d19ff53/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0804d31c2d19ff53/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..7e8122347130a520631b249b17444866256e64a3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0804d31c2d19ff53/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c17",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c17_0804d31c2d19ff53",
+  "api_calls": 0,
+  "input_tokens": 14620,
+  "cached_input_tokens": 12032,
+  "output_tokens": 216,
+  "total_tokens": 14836,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 15985.55,
+  "sql_execution_elapsed_ms_total": 10.61,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0804d31c2d19ff53/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_105380ffc5766623/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_105380ffc5766623/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..616aaefe46074966ca06c465cc78584d1312df78
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_105380ffc5766623/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=rating.
+Result preview: [{"rating": "TV-MA", "row_count": 3207}, {"rating": "TV-14", "row_count": 2160}, {"rating": "TV-PG", "row_count": 863}, {"rating": "R", "row_count": 799}, {"rating": "PG-13", "row_count": 490}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_105380ffc5766623/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_105380ffc5766623/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..362e3ac042df3bed44db8ab0bff0b6cec8bd9b35
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_105380ffc5766623/generated_sql.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: c17
+-- family_id: subgroup_structure
+-- canonical_subitem_id: subgroup_size_stability
+-- intended_facet_id: subgroup_distribution_shift
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_clickbench_group_count
+-- query_record_id: v2q_c17_105380ffc5766623
+-- problem_id: v2p_c17_d3ea6da7d6d97677
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "rating", COUNT(*) AS "row_count"
+FROM "c17"
+GROUP BY "rating"
+ORDER BY "row_count" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_105380ffc5766623/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_105380ffc5766623/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..cd978c7dd3702979e8c402520c9220ccc7d0380c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_105380ffc5766623/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"rating\", COUNT(*) AS \"row_count\"\nFROM \"c17\"\nGROUP BY \"rating\"\nORDER BY \"row_count\" DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"rating\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c17\\\"\\nGROUP BY \\\"rating\\\"\\nORDER BY \\\"row_count\\\" DESC;\", \"columns\": [\"rating\", \"row_count\"], \"rows\": [{\"rating\": \"TV-MA\", \"row_count\": 3207}, {\"rating\": \"TV-14\", \"row_count\": 2160}, {\"rating\": \"TV-PG\", \"row_count\": 863}, {\"rating\": \"R\", \"row_count\": 799}, {\"rating\": \"PG-13\", \"row_count\": 490}, {\"rating\": \"TV-Y7\", \"row_count\": 334}, {\"rating\": \"TV-Y\", \"row_count\": 307}, {\"rating\": \"PG\", \"row_count\": 287}, {\"rating\": \"TV-G\", \"row_count\": 220}, {\"rating\": \"NR\", \"row_count\": 80}, {\"rating\": \"G\", \"row_count\": 41}, {\"rating\": \"TV-Y7-FV\", \"row_count\": 6}, {\"rating\": \"\", \"row_count\": 4}, {\"rating\": \"UR\", \"row_count\": 3}, {\"rating\": \"NC-17\", \"row_count\": 3}, {\"rating\": \"84 min\", \"row_count\": 1}, {\"rating\": \"74 min\", \"row_count\": 1}, {\"rating\": \"66 min\", \"row_count\": 1}], \"row_count_returned\": 18, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.38}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_105380ffc5766623/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_105380ffc5766623/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..366a5359f735aadf67551eeb7fd6756f7a1a2c19
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_105380ffc5766623/run_manifest.json
@@ -0,0 +1,87 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "c17",
+  "started_at": "2026-05-19T15:32:36.811826+00:00",
+  "ended_at": "2026-05-19T15:32:48.256961+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c17_105380ffc5766623",
+    "problem_id": "v2p_c17_d3ea6da7d6d97677",
+    "dataset_id": "c17",
+    "template_id": "tpl_clickbench_group_count",
+    "template_name": "Grouped Count by Category",
+    "family_id": "subgroup_structure",
+    "canonical_subitem_id": "subgroup_size_stability",
+    "intended_facet_id": "subgroup_distribution_shift",
+    "variant_semantic_role": "count_distribution",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=rating.",
+    "bindings": {
+      "group_col": "rating",
+      "top_k": 13,
+      "top_n": 5,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 2019.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;",
+    "notes": [
+      "default_facets=subgroup_distribution_shift",
+      "template_selection_mode=rule",
+      "problem_index_within_template=7",
+      "sql_variant_index=1/1",
+      "binding_index=18"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 2,
+    "problem_index_within_template": 7,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_105380ffc5766623.sql",
+  "usage_summary": {
+    "dataset_id": "c17",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c17_105380ffc5766623",
+    "api_calls": 0,
+    "input_tokens": 14618,
+    "cached_input_tokens": 13696,
+    "output_tokens": 404,
+    "total_tokens": 15022,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 11432.78,
+    "sql_execution_elapsed_ms_total": 5.38,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_105380ffc5766623/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_105380ffc5766623/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_105380ffc5766623/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..87afad643355925e7a895f6c92fd4974afc2f8cc
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_105380ffc5766623/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:32:48.250152+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11432.78, "started_at": "2026-05-19T15:32:36.816528+00:00", "ended_at": "2026-05-19T15:32:48.249343+00:00", "prompt_metrics": {"chars": 9076, "bytes_utf8": 9078, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 305, "bytes_utf8": 305, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14618, "cached_input_tokens": 13696, "output_tokens": 404, "reasoning_output_tokens": 325}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"rating\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c17\\\"\\nGROUP BY \\\"rating\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Applied the provided grouped-count template on \\\"rating\\\" using the single table \\\"c17\\\" with SQLite-compatible quoted identifiers.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_105380ffc5766623/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_105380ffc5766623/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..dc6c93e8b28f25a8a0fde5068d4e8bbf642f1fd1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_105380ffc5766623/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c17",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c17_105380ffc5766623",
+  "api_calls": 0,
+  "input_tokens": 14618,
+  "cached_input_tokens": 13696,
+  "output_tokens": 404,
+  "total_tokens": 15022,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 11432.78,
+  "sql_execution_elapsed_ms_total": 5.38,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_105380ffc5766623/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_176e043e21c9a4db/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_176e043e21c9a4db/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..927933da89dca6d72c68c634c63227065a0faba2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_176e043e21c9a4db/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=rating, measure_col=release_year.
+Result preview: [{"rating": "TV-MA", "total_measure": 6467434}, {"rating": "TV-14", "total_measure": 4349496}, {"rating": "TV-PG", "total_measure": 1737676}, {"rating": "R", "total_measure": 1606367}, {"rating": "PG-13", "total_measure": 984564}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_176e043e21c9a4db/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_176e043e21c9a4db/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..6234ceeb943afe7e76bc9dd1cfcc5a98a766e231
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_176e043e21c9a4db/generated_sql.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: c17
+-- family_id: subgroup_structure
+-- canonical_subitem_id: internal_profile_stability
+-- intended_facet_id: subgroup_distribution_shift
+-- variant_semantic_role: collapsed_target_view
+-- template_id: tpl_h2o_group_sum
+-- query_record_id: v2q_c17_176e043e21c9a4db
+-- problem_id: v2p_c17_107518c0fbd8ad64
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "rating", SUM(CAST("release_year" AS INTEGER)) AS total_measure
+FROM "c17"
+GROUP BY "rating"
+ORDER BY total_measure DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_176e043e21c9a4db/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_176e043e21c9a4db/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..9ed8a3fd777877af290bf9aef57d4992164df415
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_176e043e21c9a4db/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_group_sum\nSELECT \"rating\", SUM(CAST(\"release_year\" AS INTEGER)) AS total_measure\nFROM \"c17\"\nGROUP BY \"rating\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"rating\\\", SUM(CAST(\\\"release_year\\\" AS INTEGER)) AS total_measure\\nFROM \\\"c17\\\"\\nGROUP BY \\\"rating\\\"\\nORDER BY total_measure DESC;\", \"columns\": [\"rating\", \"total_measure\"], \"rows\": [{\"rating\": \"TV-MA\", \"total_measure\": 6467434}, {\"rating\": \"TV-14\", \"total_measure\": 4349496}, {\"rating\": \"TV-PG\", \"total_measure\": 1737676}, {\"rating\": \"R\", \"total_measure\": 1606367}, {\"rating\": \"PG-13\", \"total_measure\": 984564}, {\"rating\": \"TV-Y7\", \"total_measure\": 673180}, {\"rating\": \"TV-Y\", \"total_measure\": 619268}, {\"rating\": \"PG\", \"total_measure\": 576419}, {\"rating\": \"TV-G\", \"total_measure\": 443464}, {\"rating\": \"NR\", \"total_measure\": 160873}, {\"rating\": \"G\", \"total_measure\": 81910}, {\"rating\": \"TV-Y7-FV\", \"total_measure\": 12089}, {\"rating\": \"\", \"total_measure\": 8060}, {\"rating\": \"NC-17\", \"total_measure\": 6045}, {\"rating\": \"UR\", \"total_measure\": 5998}, {\"rating\": \"74 min\", \"total_measure\": 2017}, {\"rating\": \"66 min\", \"total_measure\": 2015}, {\"rating\": \"84 min\", \"total_measure\": 2010}], \"row_count_returned\": 18, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.23}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_176e043e21c9a4db/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_176e043e21c9a4db/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..5e0483cf144586b7c2f34a68ef40b74ac423553b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_176e043e21c9a4db/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "c17",
+  "started_at": "2026-05-19T15:29:06.592875+00:00",
+  "ended_at": "2026-05-19T15:29:15.222214+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c17_176e043e21c9a4db",
+    "problem_id": "v2p_c17_107518c0fbd8ad64",
+    "dataset_id": "c17",
+    "template_id": "tpl_h2o_group_sum",
+    "template_name": "Grouped Numeric Sum",
+    "family_id": "subgroup_structure",
+    "canonical_subitem_id": "internal_profile_stability",
+    "intended_facet_id": "subgroup_distribution_shift",
+    "variant_semantic_role": "collapsed_target_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=rating, measure_col=release_year.",
+    "bindings": {
+      "group_col": "rating",
+      "measure_col": "release_year",
+      "top_k": 17,
+      "top_n": 6,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.05,
+      "baseline_multiplier": 1.75,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 4,
+      "measure_threshold": 2018.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;",
+    "notes": [
+      "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast",
+      "template_selection_mode=rule",
+      "problem_index_within_template=3",
+      "sql_variant_index=2/2",
+      "binding_index=2"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 1,
+    "problem_index_within_template": 3,
+    "sql_variant_index": 2,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_176e043e21c9a4db.sql",
+  "usage_summary": {
+    "dataset_id": "c17",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c17_176e043e21c9a4db",
+    "api_calls": 0,
+    "input_tokens": 14645,
+    "cached_input_tokens": 12032,
+    "output_tokens": 321,
+    "total_tokens": 14966,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 8618.61,
+    "sql_execution_elapsed_ms_total": 6.23,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_176e043e21c9a4db/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_176e043e21c9a4db/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_176e043e21c9a4db/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..60ff8d4ac02b0ce6783f86082e20db5efa96fd23
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_176e043e21c9a4db/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:29:15.214555+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 8618.61, "started_at": "2026-05-19T15:29:06.595153+00:00", "ended_at": "2026-05-19T15:29:15.213794+00:00", "prompt_metrics": {"chars": 9175, "bytes_utf8": 9177, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 360, "bytes_utf8": 360, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14645, "cached_input_tokens": 12032, "output_tokens": 321, "reasoning_output_tokens": 228}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"rating\\\", SUM(CAST(\\\"release_year\\\" AS INTEGER)) AS total_measure\\nFROM \\\"c17\\\"\\nGROUP BY \\\"rating\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the planned grouped numeric sum template with \\\"rating\\\" as the grouping column and cast \\\"release_year\\\" to INTEGER because it is stored as TEXT in the schema.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_176e043e21c9a4db/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_176e043e21c9a4db/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..8adfcf1de21f92d3f1b4e7231c9db70a01e6f6c8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_176e043e21c9a4db/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c17",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c17_176e043e21c9a4db",
+  "api_calls": 0,
+  "input_tokens": 14645,
+  "cached_input_tokens": 12032,
+  "output_tokens": 321,
+  "total_tokens": 14966,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 8618.61,
+  "sql_execution_elapsed_ms_total": 6.23,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_176e043e21c9a4db/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2ed8d11d1b12f150/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2ed8d11d1b12f150/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..90b757f4a3c62a2deb7855eccf443837b5b61837
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2ed8d11d1b12f150/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=rating, measure_col=release_year.
+Result preview: [{"rating": "TV-MA", "group_value": 6467434.0}, {"rating": "TV-14", "group_value": 4349496.0}, {"rating": "TV-PG", "group_value": 1737676.0}, {"rating": "R", "group_value": 1606367.0}, {"rating": "PG-13", "group_value": 984564.0}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2ed8d11d1b12f150/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2ed8d11d1b12f150/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..e4d4b3dc2e0352cf10e9f8222d846ef9ed0ae5b0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2ed8d11d1b12f150/generated_sql.sql
@@ -0,0 +1,30 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: c17
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_mass_similarity
+-- intended_facet_id: tail_ranked_signal
+-- variant_semantic_role: filtered_stable_view
+-- template_id: tpl_tpch_relative_total_threshold
+-- query_record_id: v2q_c17_2ed8d11d1b12f150
+-- problem_id: v2p_c17_cd7a5075b80ad73a
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "rating", SUM(CAST("release_year" AS REAL)) AS group_value
+    FROM "c17"
+    WHERE "rating" IS NOT NULL
+      AND TRIM("rating") <> ''
+      AND "release_year" IS NOT NULL
+      AND TRIM("release_year") <> ''
+    GROUP BY "rating"
+), total AS (
+    SELECT SUM(group_value) AS total_value
+    FROM grouped
+)
+SELECT g."rating", g.group_value
+FROM grouped AS g
+CROSS JOIN total AS t
+WHERE g.group_value > t.total_value * 0.05
+ORDER BY g.group_value DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2ed8d11d1b12f150/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2ed8d11d1b12f150/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..355491b4abc29b98751f017f9ec04dece59a61e4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2ed8d11d1b12f150/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n    SELECT \"rating\", SUM(CAST(\"release_year\" AS REAL)) AS group_value\n    FROM \"c17\"\n    WHERE \"rating\" IS NOT NULL\n      AND TRIM(\"rating\") <> ''\n      AND \"release_year\" IS NOT NULL\n      AND TRIM(\"release_year\") <> ''\n    GROUP BY \"rating\"\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.\"rating\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.05\nORDER BY g.group_value DESC;", "result": "{\"query\": \"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n    SELECT \\\"rating\\\", SUM(CAST(\\\"release_year\\\" AS REAL)) AS group_value\\n    FROM \\\"c17\\\"\\n    WHERE \\\"rating\\\" IS NOT NULL\\n      AND TRIM(\\\"rating\\\") <> ''\\n      AND \\\"release_year\\\" IS NOT NULL\\n      AND TRIM(\\\"release_year\\\") <> ''\\n    GROUP BY \\\"rating\\\"\\n), total AS (\\n    SELECT SUM(group_value) AS total_value\\n    FROM grouped\\n)\\nSELECT g.\\\"rating\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.05\\nORDER BY g.group_value DESC;\", \"columns\": [\"rating\", \"group_value\"], \"rows\": [{\"rating\": \"TV-MA\", \"group_value\": 6467434.0}, {\"rating\": \"TV-14\", \"group_value\": 4349496.0}, {\"rating\": \"TV-PG\", \"group_value\": 1737676.0}, {\"rating\": \"R\", \"group_value\": 1606367.0}, {\"rating\": \"PG-13\", \"group_value\": 984564.0}], \"row_count_returned\": 5, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.45}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2ed8d11d1b12f150/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2ed8d11d1b12f150/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..5b65b845057388e07226e4108c92b0b09f827423
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2ed8d11d1b12f150/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "c17",
+  "started_at": "2026-05-19T15:46:27.466046+00:00",
+  "ended_at": "2026-05-19T15:46:44.041839+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c17_2ed8d11d1b12f150",
+    "problem_id": "v2p_c17_cd7a5075b80ad73a",
+    "dataset_id": "c17",
+    "template_id": "tpl_tpch_relative_total_threshold",
+    "template_name": "Relative-to-Total Extreme Threshold",
+    "family_id": "tail_rarity_structure",
+    "canonical_subitem_id": "tail_mass_similarity",
+    "intended_facet_id": "tail_ranked_signal",
+    "variant_semantic_role": "filtered_stable_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=rating, measure_col=release_year.",
+    "bindings": {
+      "group_col": "rating",
+      "measure_col": "release_year",
+      "top_k": 18,
+      "top_n": 6,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.05,
+      "baseline_multiplier": 1.75,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 4,
+      "measure_threshold": 2018.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col}, SUM({measure_col}) AS group_value\n    FROM {table}\n    GROUP BY {group_col}\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;",
+    "notes": [
+      "default_facets=tail_ranked_signal",
+      "template_selection_mode=rule",
+      "problem_index_within_template=7",
+      "sql_variant_index=2/2",
+      "binding_index=78"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 7,
+    "problem_index_within_template": 7,
+    "sql_variant_index": 2,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_2ed8d11d1b12f150.sql",
+  "usage_summary": {
+    "dataset_id": "c17",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c17_2ed8d11d1b12f150",
+    "api_calls": 0,
+    "input_tokens": 14783,
+    "cached_input_tokens": 13696,
+    "output_tokens": 591,
+    "total_tokens": 15374,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 16558.83,
+    "sql_execution_elapsed_ms_total": 9.45,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2ed8d11d1b12f150/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2ed8d11d1b12f150/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2ed8d11d1b12f150/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..3f7105086e268270809f8161439cf09ccfed639c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2ed8d11d1b12f150/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:46:44.030288+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16558.83, "started_at": "2026-05-19T15:46:27.470327+00:00", "ended_at": "2026-05-19T15:46:44.029210+00:00", "prompt_metrics": {"chars": 9731, "bytes_utf8": 9733, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 854, "bytes_utf8": 854, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14783, "cached_input_tokens": 13696, "output_tokens": 591, "reasoning_output_tokens": 372}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n    SELECT \\\"rating\\\", SUM(CAST(\\\"release_year\\\" AS REAL)) AS group_value\\n    FROM \\\"c17\\\"\\n    WHERE \\\"rating\\\" IS NOT NULL\\n      AND TRIM(\\\"rating\\\") <> ''\\n      AND \\\"release_year\\\" IS NOT NULL\\n      AND TRIM(\\\"release_year\\\") <> ''\\n    GROUP BY \\\"rating\\\"\\n), total AS (\\n    SELECT SUM(group_value) AS total_value\\n    FROM grouped\\n)\\nSELECT g.\\\"rating\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.05\\nORDER BY g.group_value DESC;\",\"notes\":\"Applied the provided Relative-to-Total Extreme Threshold template with group_col=rating and measure_col=release_year. Cast release_year to REAL because the schema stores it as TEXT, and filtered out null/empty rating and release_year values for a stable grouped view.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2ed8d11d1b12f150/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2ed8d11d1b12f150/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..226db8244f8d7d4dc302abc3c5a9d34c12f02f93
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2ed8d11d1b12f150/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c17",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c17_2ed8d11d1b12f150",
+  "api_calls": 0,
+  "input_tokens": 14783,
+  "cached_input_tokens": 13696,
+  "output_tokens": 591,
+  "total_tokens": 15374,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 16558.83,
+  "sql_execution_elapsed_ms_total": 9.45,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2ed8d11d1b12f150/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_33aa8a727089abc4/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_33aa8a727089abc4/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..43c790d68289f7a41e7dea18dc33120009b2e1dc
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_33aa8a727089abc4/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=type, measure_col=release_year.
+Result preview: [{"type": "TV Show", "cast": "David Attenborough", "total_measure": 28172, "share_within_group": 0.6006326129096357}, {"type": "Movie", "cast": "Vatsal Dubey, Julie Tejwani, Rupa Bhimani, Jigna Bhardwaj, Rajesh Kava, Mousam, Swapnil", "total_measure": 26158, "share_within_group": 0.22975786886445349}, {"type": "Movie", "cast": "Samuel West", "total_measure": 20134, "share_within_group": 0.1768462776862492}, {"type": "TV Show", "cast": "Michela Luci, Jamie Watson, Anna Claire Bartlam, Dante Zee, Eric Peterson", "total_measure": 8073, "share_within_group": 0.17211795697925203}, {"type": "TV Show", "cast": "Dave Chappelle", "total_measure": 6039, "share_within_group": 0.12875267461881618}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_33aa8a727089abc4/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_33aa8a727089abc4/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..24e606d482e33899dfe7123a99eed86a9eed725a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_33aa8a727089abc4/generated_sql.sql
@@ -0,0 +1,24 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: c17
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: within_group_proportion
+-- template_id: tpl_tpcds_within_group_share
+-- query_record_id: v2q_c17_33aa8a727089abc4
+-- problem_id: v2p_c17_473a30e6d88cfb69
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "type", "cast",
+       SUM(CAST("release_year" AS INTEGER)) AS total_measure,
+       SUM(CAST("release_year" AS INTEGER)) * 100.0 / SUM(SUM(CAST("release_year" AS INTEGER))) OVER (PARTITION BY "type") AS share_within_group
+FROM "c17"
+WHERE "cast" IS NOT NULL
+  AND "cast" <> ''
+  AND "release_year" IS NOT NULL
+  AND "release_year" <> ''
+GROUP BY "type", "cast"
+ORDER BY share_within_group DESC
+LIMIT 12;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_33aa8a727089abc4/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_33aa8a727089abc4/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e06b0af9c92b2fd12937e6eb7a3feae984647604
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_33aa8a727089abc4/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"type\", \"cast\",\n       SUM(CAST(\"release_year\" AS INTEGER)) AS total_measure,\n       SUM(CAST(\"release_year\" AS INTEGER)) * 100.0 / SUM(SUM(CAST(\"release_year\" AS INTEGER))) OVER (PARTITION BY \"type\") AS share_within_group\nFROM \"c17\"\nWHERE \"cast\" IS NOT NULL\n  AND \"cast\" <> ''\n  AND \"release_year\" IS NOT NULL\n  AND \"release_year\" <> ''\nGROUP BY \"type\", \"cast\"\nORDER BY share_within_group DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"type\\\", \\\"cast\\\",\\n       SUM(CAST(\\\"release_year\\\" AS INTEGER)) AS total_measure,\\n       SUM(CAST(\\\"release_year\\\" AS INTEGER)) * 100.0 / SUM(SUM(CAST(\\\"release_year\\\" AS INTEGER))) OVER (PARTITION BY \\\"type\\\") AS share_within_group\\nFROM \\\"c17\\\"\\nWHERE \\\"cast\\\" IS NOT NULL\\n  AND \\\"cast\\\" <> ''\\n  AND \\\"release_year\\\" IS NOT NULL\\n  AND \\\"release_year\\\" <> ''\\nGROUP BY \\\"type\\\", \\\"cast\\\"\\nORDER BY share_within_group DESC\\nLIMIT 12;\", \"columns\": [\"type\", \"cast\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"type\": \"TV Show\", \"cast\": \"David Attenborough\", \"total_measure\": 28172, \"share_within_group\": 0.6006326129096357}, {\"type\": \"Movie\", \"cast\": \"Vatsal Dubey, Julie Tejwani, Rupa Bhimani, Jigna Bhardwaj, Rajesh Kava, Mousam, Swapnil\", \"total_measure\": 26158, \"share_within_group\": 0.22975786886445349}, {\"type\": \"Movie\", \"cast\": \"Samuel West\", \"total_measure\": 20134, \"share_within_group\": 0.1768462776862492}, {\"type\": \"TV Show\", \"cast\": \"Michela Luci, Jamie Watson, Anna Claire Bartlam, Dante Zee, Eric Peterson\", \"total_measure\": 8073, \"share_within_group\": 0.17211795697925203}, {\"type\": \"TV Show\", \"cast\": \"Dave Chappelle\", \"total_measure\": 6039, \"share_within_group\": 0.12875267461881618}, {\"type\": \"Movie\", \"cast\": \"Jeff Dunham\", \"total_measure\": 14094, \"share_within_group\": 0.12379415107330864}, {\"type\": \"Movie\", \"cast\": \"Craig Sechler\", \"total_measure\": 12102, \"share_within_group\": 0.10629748944864348}, {\"type\": \"Movie\", \"cast\": \"Kevin Hart\", \"total_measure\": 12082, \"share_within_group\": 0.10612182015522315}, {\"type\": \"Movie\", \"cast\": \"David Spade, London Hughes, Fortune Feimster\", \"total_measure\": 10104, \"share_within_group\": 0.08874812703595221}, {\"type\": \"Movie\", \"cast\": \"Michela Luci, Jamie Watson, Eric Peterson, Anna Claire Bartlam, Nicolas Aqui, Cory Doran, Julie Lemieux, Derek McGrath\", \"total_measure\": 10097, \"share_within_group\": 0.0886866427832551}, {\"type\": \"Movie\", \"cast\": \"Iliza Shlesinger\", \"total_measure\": 10081, \"share_within_group\": 0.08854610734851884}, {\"type\": \"Movie\", \"cast\": \"David Attenborough\", \"total_measure\": 10077, \"share_within_group\": 0.08851097348983476}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 59.36}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_33aa8a727089abc4/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_33aa8a727089abc4/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..1808f14dc77144101024630c9d62a67ed28474cf
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_33aa8a727089abc4/run_manifest.json
@@ -0,0 +1,91 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "c17",
+  "started_at": "2026-05-19T15:37:17.365673+00:00",
+  "ended_at": "2026-05-19T15:37:30.892057+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c17_33aa8a727089abc4",
+    "problem_id": "v2p_c17_473a30e6d88cfb69",
+    "dataset_id": "c17",
+    "template_id": "tpl_tpcds_within_group_share",
+    "template_name": "Within-Group Share of Total",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "dependency_strength_similarity",
+    "intended_facet_id": "pairwise_conditional_dependency",
+    "variant_semantic_role": "within_group_proportion",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=type, measure_col=release_year.",
+    "bindings": {
+      "group_col": "type",
+      "measure_col": "release_year",
+      "item_col": "cast",
+      "top_k": 12,
+      "top_n": 3,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 2019.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "item_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n       SUM({measure_col}) AS total_measure,\n       SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;",
+    "notes": [
+      "default_facets=pairwise_conditional_dependency",
+      "template_selection_mode=rule",
+      "problem_index_within_template=9",
+      "sql_variant_index=1/2",
+      "binding_index=32"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 3,
+    "problem_index_within_template": 9,
+    "sql_variant_index": 1,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_33aa8a727089abc4.sql",
+  "usage_summary": {
+    "dataset_id": "c17",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c17_33aa8a727089abc4",
+    "api_calls": 0,
+    "input_tokens": 14763,
+    "cached_input_tokens": 12032,
+    "output_tokens": 736,
+    "total_tokens": 15499,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 13460.07,
+    "sql_execution_elapsed_ms_total": 59.36,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_33aa8a727089abc4/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_33aa8a727089abc4/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_33aa8a727089abc4/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..f9dd7e35cae855ba0bb4e05f79ff165fdd2cbcce
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_33aa8a727089abc4/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:37:30.830854+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13460.07, "started_at": "2026-05-19T15:37:17.369333+00:00", "ended_at": "2026-05-19T15:37:30.829441+00:00", "prompt_metrics": {"chars": 9576, "bytes_utf8": 9578, "lines": 242, "estimated_tokens": null}, "response_metrics": {"chars": 830, "bytes_utf8": 830, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14763, "cached_input_tokens": 12032, "output_tokens": 736, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"type\\\", \\\"cast\\\",\\n       SUM(CAST(\\\"release_year\\\" AS INTEGER)) AS total_measure,\\n       SUM(CAST(\\\"release_year\\\" AS INTEGER)) * 100.0 / SUM(SUM(CAST(\\\"release_year\\\" AS INTEGER))) OVER (PARTITION BY \\\"type\\\") AS share_within_group\\nFROM \\\"c17\\\"\\nWHERE \\\"cast\\\" IS NOT NULL\\n  AND \\\"cast\\\" <> ''\\n  AND \\\"release_year\\\" IS NOT NULL\\n  AND \\\"release_year\\\" <> ''\\nGROUP BY \\\"type\\\", \\\"cast\\\"\\nORDER BY share_within_group DESC\\nLIMIT 12;\",\"notes\":\"Applied the provided Within-Group Share of Total template with group_col=\\\"type\\\", item_col=\\\"cast\\\", and measure_col=\\\"release_year\\\". Cast \\\"release_year\\\" to INTEGER because the schema stores it as TEXT, and filtered blank/null cast and release_year values to avoid meaningless groups and non-numeric aggregation.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_33aa8a727089abc4/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_33aa8a727089abc4/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..9e158147a70818c169ce1c2c51bf36fa350edaa9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_33aa8a727089abc4/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c17",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c17_33aa8a727089abc4",
+  "api_calls": 0,
+  "input_tokens": 14763,
+  "cached_input_tokens": 12032,
+  "output_tokens": 736,
+  "total_tokens": 15499,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 13460.07,
+  "sql_execution_elapsed_ms_total": 59.36,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_33aa8a727089abc4/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4c4659a6e8c12d6a/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4c4659a6e8c12d6a/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ce61eca0ce1ea5222706b2fde30783e37b36e38c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4c4659a6e8c12d6a/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(NULLIF(\"release_year\", '') AS REAL) <= 2019.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM \"c17\";", "result": "{\"query\": \"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(NULLIF(\\\"release_year\\\", '') AS REAL) <= 2019.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"c17\\\";\", \"columns\": [\"empirical_cdf_at_threshold\"], \"rows\": [{\"empirical_cdf_at_threshold\": 0.8245713636879755}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.25}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4c4659a6e8c12d6a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4c4659a6e8c12d6a/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..11d0bca2495fc8e72f772b68a07a3843f95c0ef8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4c4659a6e8c12d6a/run_manifest.json
@@ -0,0 +1,87 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "c17",
+  "started_at": "2026-05-19T15:57:52.813236+00:00",
+  "ended_at": "2026-05-19T15:58:09.147007+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c17_4c4659a6e8c12d6a",
+    "problem_id": "v2p_c17_3089489cc466d330",
+    "dataset_id": "c17",
+    "template_id": "tpl_threshold_rarity_cdf",
+    "template_name": "Threshold Rarity CDF",
+    "family_id": "tail_rarity_structure",
+    "canonical_subitem_id": "tail_set_consistency",
+    "intended_facet_id": "low_support_extremes",
+    "variant_semantic_role": "rare_extreme_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=release_year.",
+    "bindings": {
+      "measure_col": "release_year",
+      "top_k": 14,
+      "top_n": 5,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 2019.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};",
+    "notes": [
+      "default_facets=low_support_extremes",
+      "template_selection_mode=rule",
+      "problem_index_within_template=7",
+      "sql_variant_index=1/1",
+      "binding_index=114"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 10,
+    "problem_index_within_template": 7,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_4c4659a6e8c12d6a.sql",
+  "usage_summary": {
+    "dataset_id": "c17",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c17_4c4659a6e8c12d6a",
+    "api_calls": 0,
+    "input_tokens": 14636,
+    "cached_input_tokens": 13696,
+    "output_tokens": 479,
+    "total_tokens": 15115,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 2,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 15324.24,
+    "sql_execution_elapsed_ms_total": 3.25,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4c4659a6e8c12d6a/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4c4659a6e8c12d6a/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4c4659a6e8c12d6a/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..ec0a47edb90212c1994bb1039b4de661a328e8fd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4c4659a6e8c12d6a/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c17",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c17_4c4659a6e8c12d6a",
+  "api_calls": 0,
+  "input_tokens": 14636,
+  "cached_input_tokens": 13696,
+  "output_tokens": 479,
+  "total_tokens": 15115,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 2,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 15324.24,
+  "sql_execution_elapsed_ms_total": 3.25,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4c4659a6e8c12d6a/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5034cd9531307c16/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5034cd9531307c16/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1fa08f85a7c580d6d55b602da052e1e9c01889b6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5034cd9531307c16/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=rating, condition_col=type.
+Result preview: [{"rating": "R", "condition_ratio": 398.5}, {"rating": "NR", "condition_ratio": 15.0}, {"rating": "TV-Y7-FV", "condition_ratio": 5.0}, {"rating": "TV-14", "condition_ratio": 1.946793997271487}, {"rating": "TV-MA", "condition_ratio": 1.8008733624454147}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5034cd9531307c16/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5034cd9531307c16/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..27768642d361655e988891e992869f187131fa86
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5034cd9531307c16/generated_sql.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: c17
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: direction_consistency
+-- intended_facet_id: conditional_rate_shift
+-- variant_semantic_role: contrastive_conditional_view
+-- template_id: tpl_m4_group_ratio_two_conditions
+-- query_record_id: v2q_c17_5034cd9531307c16
+-- problem_id: v2p_c17_a36b75a9c42cb5a6
+-- realization_mode: agent
+-- source_kind: agent
+WITH "grouped" AS (
+    SELECT
+        "rating",
+        SUM(CASE WHEN "type" = 'Movie' THEN 1 ELSE 0 END) AS "numerator_count",
+        SUM(CASE WHEN "type" = 'TV Show' THEN 1 ELSE 0 END) AS "denominator_count"
+    FROM "c17"
+    GROUP BY "rating"
+)
+SELECT
+    "rating",
+    CAST("numerator_count" AS FLOAT) / NULLIF("denominator_count", 0) AS "condition_ratio"
+FROM "grouped"
+ORDER BY "condition_ratio" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5034cd9531307c16/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5034cd9531307c16/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e01242f8f20278585df7ab238f3a7890bc9beccb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5034cd9531307c16/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH \"grouped\" AS (\n    SELECT\n        \"rating\",\n        SUM(CASE WHEN \"type\" = 'Movie' THEN 1 ELSE 0 END) AS \"numerator_count\",\n        SUM(CASE WHEN \"type\" = 'TV Show' THEN 1 ELSE 0 END) AS \"denominator_count\"\n    FROM \"c17\"\n    GROUP BY \"rating\"\n)\nSELECT\n    \"rating\",\n    CAST(\"numerator_count\" AS FLOAT) / NULLIF(\"denominator_count\", 0) AS \"condition_ratio\"\nFROM \"grouped\"\nORDER BY \"condition_ratio\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH \\\"grouped\\\" AS (\\n    SELECT\\n        \\\"rating\\\",\\n        SUM(CASE WHEN \\\"type\\\" = 'Movie' THEN 1 ELSE 0 END) AS \\\"numerator_count\\\",\\n        SUM(CASE WHEN \\\"type\\\" = 'TV Show' THEN 1 ELSE 0 END) AS \\\"denominator_count\\\"\\n    FROM \\\"c17\\\"\\n    GROUP BY \\\"rating\\\"\\n)\\nSELECT\\n    \\\"rating\\\",\\n    CAST(\\\"numerator_count\\\" AS FLOAT) / NULLIF(\\\"denominator_count\\\", 0) AS \\\"condition_ratio\\\"\\nFROM \\\"grouped\\\"\\nORDER BY \\\"condition_ratio\\\" DESC;\", \"columns\": [\"rating\", \"condition_ratio\"], \"rows\": [{\"rating\": \"R\", \"condition_ratio\": 398.5}, {\"rating\": \"NR\", \"condition_ratio\": 15.0}, {\"rating\": \"TV-Y7-FV\", \"condition_ratio\": 5.0}, {\"rating\": \"TV-14\", \"condition_ratio\": 1.946793997271487}, {\"rating\": \"TV-MA\", \"condition_ratio\": 1.8008733624454147}, {\"rating\": \"TV-PG\", \"condition_ratio\": 1.671826625386997}, {\"rating\": \"TV-G\", \"condition_ratio\": 1.3404255319148937}, {\"rating\": \"\", \"condition_ratio\": 1.0}, {\"rating\": \"TV-Y\", \"condition_ratio\": 0.7443181818181818}, {\"rating\": \"TV-Y7\", \"condition_ratio\": 0.7128205128205128}, {\"rating\": \"66 min\", \"condition_ratio\": null}, {\"rating\": \"74 min\", \"condition_ratio\": null}, {\"rating\": \"84 min\", \"condition_ratio\": null}, {\"rating\": \"G\", \"condition_ratio\": null}, {\"rating\": \"NC-17\", \"condition_ratio\": null}, {\"rating\": \"PG\", \"condition_ratio\": null}, {\"rating\": \"PG-13\", \"condition_ratio\": null}, {\"rating\": \"UR\", \"condition_ratio\": null}], \"row_count_returned\": 18, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.47}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5034cd9531307c16/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5034cd9531307c16/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..96047d4984d1091c405acda60ffc3891a1b6dfe7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5034cd9531307c16/run_manifest.json
@@ -0,0 +1,92 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "c17",
+  "started_at": "2026-05-19T15:39:11.085427+00:00",
+  "ended_at": "2026-05-19T15:39:28.873583+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c17_5034cd9531307c16",
+    "problem_id": "v2p_c17_a36b75a9c42cb5a6",
+    "dataset_id": "c17",
+    "template_id": "tpl_m4_group_ratio_two_conditions",
+    "template_name": "Grouped Ratio of Two Conditions",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "direction_consistency",
+    "intended_facet_id": "conditional_rate_shift",
+    "variant_semantic_role": "contrastive_conditional_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=rating, condition_col=type.",
+    "bindings": {
+      "group_col": "rating",
+      "condition_col": "type",
+      "condition_value": "Movie",
+      "positive_value": "Movie",
+      "negative_value": "TV Show",
+      "top_k": 12,
+      "top_n": 5,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 2019.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "condition_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col},\n           SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n           SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n    FROM {table}\n    GROUP BY {group_col}\n)\nSELECT {group_col},\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;",
+    "notes": [
+      "default_facets=conditional_rate_shift",
+      "template_selection_mode=rule",
+      "problem_index_within_template=7",
+      "sql_variant_index=1/1",
+      "binding_index=42"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 4,
+    "problem_index_within_template": 7,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_5034cd9531307c16.sql",
+  "usage_summary": {
+    "dataset_id": "c17",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c17_5034cd9531307c16",
+    "api_calls": 0,
+    "input_tokens": 14853,
+    "cached_input_tokens": 13696,
+    "output_tokens": 616,
+    "total_tokens": 15469,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 17767.66,
+    "sql_execution_elapsed_ms_total": 13.47,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5034cd9531307c16/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5034cd9531307c16/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5034cd9531307c16/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..0eb3db7297677a392ed55aa61099aa6b4c3b1068
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5034cd9531307c16/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:39:28.856983+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17767.66, "started_at": "2026-05-19T15:39:11.087684+00:00", "ended_at": "2026-05-19T15:39:28.855379+00:00", "prompt_metrics": {"chars": 9978, "bytes_utf8": 9980, "lines": 243, "estimated_tokens": null}, "response_metrics": {"chars": 665, "bytes_utf8": 665, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14853, "cached_input_tokens": 13696, "output_tokens": 616, "reasoning_output_tokens": 428}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH \\\"grouped\\\" AS (\\n    SELECT\\n        \\\"rating\\\",\\n        SUM(CASE WHEN \\\"type\\\" = 'Movie' THEN 1 ELSE 0 END) AS \\\"numerator_count\\\",\\n        SUM(CASE WHEN \\\"type\\\" = 'TV Show' THEN 1 ELSE 0 END) AS \\\"denominator_count\\\"\\n    FROM \\\"c17\\\"\\n    GROUP BY \\\"rating\\\"\\n)\\nSELECT\\n    \\\"rating\\\",\\n    CAST(\\\"numerator_count\\\" AS FLOAT) / NULLIF(\\\"denominator_count\\\", 0) AS \\\"condition_ratio\\\"\\nFROM \\\"grouped\\\"\\nORDER BY \\\"condition_ratio\\\" DESC;\",\"notes\":\"Uses the required grouped ratio template with group_col=\\\"rating\\\" and condition_col=\\\"type\\\", computing the Movie-to-TV Show ratio per rating.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5034cd9531307c16/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5034cd9531307c16/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..05e0cc2ccee244a98393202cc6f300578618d50e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5034cd9531307c16/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c17",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c17_5034cd9531307c16",
+  "api_calls": 0,
+  "input_tokens": 14853,
+  "cached_input_tokens": 13696,
+  "output_tokens": 616,
+  "total_tokens": 15469,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 17767.66,
+  "sql_execution_elapsed_ms_total": 13.47,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5034cd9531307c16/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_504033117c6954af/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_504033117c6954af/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..58010bf555379d0a37707938f531bf46455f906e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_504033117c6954af/run_manifest.json
@@ -0,0 +1,67 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "c17",
+  "started_at": "2026-05-19T15:59:05.617269+00:00",
+  "ended_at": "2026-05-19T15:59:13.068041+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c17_504033117c6954af",
+    "problem_id": "v2p_c17_7ffd826c84f21549",
+    "dataset_id": "c17",
+    "template_id": "tpl_tail_low_support_group_count_v2",
+    "template_name": "Low-Support Group Count",
+    "family_id": "tail_rarity_structure",
+    "canonical_subitem_id": "tail_mass_similarity",
+    "intended_facet_id": "tail_ranked_signal",
+    "variant_semantic_role": "count_distribution",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=duration.",
+    "bindings": {
+      "group_col": "duration",
+      "top_k": 13,
+      "top_n": 6,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 2019.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};",
+    "notes": [
+      "default_facets=tail_ranked_signal",
+      "template_selection_mode=rule",
+      "problem_index_within_template=4",
+      "sql_variant_index=1/2",
+      "binding_index=123"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 11,
+    "problem_index_within_template": 4,
+    "sql_variant_index": 1,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "error": "AI CLI command failed with exit code 1: "
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_504033117c6954af/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_504033117c6954af/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ac43d5d0d026b794b8d4ad433eb763a9a7bb36d1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_504033117c6954af/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T15:59:09.029148+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3407.61, "started_at": "2026-05-19T15:59:05.620761+00:00", "ended_at": "2026-05-19T15:59:09.028396+00:00", "prompt_metrics": {"chars": 9159, "bytes_utf8": 9161, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f6-54ae-7740-ac76-6dc857e7b90a\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "}
+{"timestamp": "2026-05-19T15:59:13.067941+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3036.51, "started_at": "2026-05-19T15:59:10.030593+00:00", "ended_at": "2026-05-19T15:59:13.067146+00:00", "prompt_metrics": {"chars": 9159, "bytes_utf8": 9161, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f6-65de-71d0-964c-d52a06654a08\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6411fce0476ff52a/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6411fce0476ff52a/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..156bb2b3b418e5f653e4ea60a3a47039c4d406ce
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6411fce0476ff52a/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=release_year, condition_col=type.
+Result preview: [{"release_year": "1991", "condition_ratio": 16.0}, {"release_year": "1989", "condition_ratio": 15.0}, {"release_year": "1981", "condition_ratio": 12.0}, {"release_year": "1995", "condition_ratio": 11.5}, {"release_year": "1979", "condition_ratio": 10.0}] Results were truncated.
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6411fce0476ff52a/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6411fce0476ff52a/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..a2cee79fb2130bd921cf6a8ca38a8d013b4d4810
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6411fce0476ff52a/generated_sql.sql
@@ -0,0 +1,24 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: c17
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: direction_consistency
+-- intended_facet_id: conditional_rate_shift
+-- variant_semantic_role: contrastive_conditional_view
+-- template_id: tpl_m4_group_ratio_two_conditions
+-- query_record_id: v2q_c17_6411fce0476ff52a
+-- problem_id: v2p_c17_24b30140242ed4ce
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "release_year",
+           SUM(CASE WHEN "type" = 'Movie' THEN 1 ELSE 0 END) AS numerator_count,
+           SUM(CASE WHEN "type" = 'TV Show' THEN 1 ELSE 0 END) AS denominator_count
+    FROM "c17"
+    GROUP BY "release_year"
+)
+SELECT "release_year",
+       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio
+FROM grouped
+ORDER BY condition_ratio DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6411fce0476ff52a/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6411fce0476ff52a/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..f7011578d48d78c4a6bd1bda40aba1b21190f636
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6411fce0476ff52a/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n    SELECT \"release_year\",\n           SUM(CASE WHEN \"type\" = 'Movie' THEN 1 ELSE 0 END) AS numerator_count,\n           SUM(CASE WHEN \"type\" = 'TV Show' THEN 1 ELSE 0 END) AS denominator_count\n    FROM \"c17\"\n    GROUP BY \"release_year\"\n)\nSELECT \"release_year\",\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n    SELECT \\\"release_year\\\",\\n           SUM(CASE WHEN \\\"type\\\" = 'Movie' THEN 1 ELSE 0 END) AS numerator_count,\\n           SUM(CASE WHEN \\\"type\\\" = 'TV Show' THEN 1 ELSE 0 END) AS denominator_count\\n    FROM \\\"c17\\\"\\n    GROUP BY \\\"release_year\\\"\\n)\\nSELECT \\\"release_year\\\",\\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"release_year\", \"condition_ratio\"], \"rows\": [{\"release_year\": \"1991\", \"condition_ratio\": 16.0}, {\"release_year\": \"1989\", \"condition_ratio\": 15.0}, {\"release_year\": \"1981\", \"condition_ratio\": 12.0}, {\"release_year\": \"1995\", \"condition_ratio\": 11.5}, {\"release_year\": \"1979\", \"condition_ratio\": 10.0}, {\"release_year\": \"1994\", \"condition_ratio\": 10.0}, {\"release_year\": \"1985\", \"condition_ratio\": 9.0}, {\"release_year\": \"1997\", \"condition_ratio\": 8.5}, {\"release_year\": \"2000\", \"condition_ratio\": 8.25}, {\"release_year\": \"1988\", \"condition_ratio\": 8.0}, {\"release_year\": \"1998\", \"condition_ratio\": 8.0}, {\"release_year\": \"2001\", \"condition_ratio\": 8.0}, {\"release_year\": \"1996\", \"condition_ratio\": 7.0}, {\"release_year\": \"1992\", \"condition_ratio\": 6.666666666666667}, {\"release_year\": \"1990\", \"condition_ratio\": 6.333333333333333}, {\"release_year\": \"2002\", \"condition_ratio\": 6.285714285714286}, {\"release_year\": \"2004\", \"condition_ratio\": 6.111111111111111}, {\"release_year\": \"1974\", \"condition_ratio\": 6.0}, {\"release_year\": \"1977\", \"condition_ratio\": 6.0}, {\"release_year\": \"1993\", \"condition_ratio\": 6.0}, {\"release_year\": \"2006\", \"condition_ratio\": 5.857142857142857}, {\"release_year\": \"1986\", \"condition_ratio\": 5.5}, {\"release_year\": \"2007\", \"condition_ratio\": 5.285714285714286}, {\"release_year\": \"2005\", \"condition_ratio\": 5.153846153846154}, {\"release_year\": \"2003\", \"condition_ratio\": 5.1}, {\"release_year\": \"2008\", \"condition_ratio\": 4.913043478260869}, {\"release_year\": \"1999\", \"condition_ratio\": 4.571428571428571}, {\"release_year\": \"1967\", \"condition_ratio\": 4.0}, {\"release_year\": \"1972\", \"condition_ratio\": 4.0}, {\"release_year\": \"2010\", \"condition_ratio\": 3.85}, {\"release_year\": \"2011\", \"condition_ratio\": 3.625}, {\"release_year\": \"2013\", \"condition_ratio\": 3.5714285714285716}, {\"release_year\": \"2009\", \"condition_ratio\": 3.4705882352941178}, {\"release_year\": \"1945\", \"condition_ratio\": 3.0}, {\"release_year\": \"2014\", \"condition_ratio\": 3.0}, {\"release_year\": \"2017\", \"condition_ratio\": 2.8943396226415095}, {\"release_year\": \"2012\", \"condition_ratio\": 2.703125}, {\"release_year\": \"2016\", \"condition_ratio\": 2.69672131147541}, {\"release_year\": \"2015\", \"condition_ratio\": 2.45679012345679}, {\"release_year\": \"2018\", \"condition_ratio\": 2.018421052631579}, {\"release_year\": \"2019\", \"condition_ratio\": 1.5944584382871536}, {\"release_year\": \"2020\", \"condition_ratio\": 1.1857798165137614}, {\"release_year\": \"1946\", \"condition_ratio\": 1.0}, {\"release_year\": \"1963\", \"condition_ratio\": 1.0}, {\"release_year\": \"2021\", \"condition_ratio\": 0.8793650793650793}, {\"release_year\": \"1925\", \"condition_ratio\": 0.0}, {\"release_year\": \"1942\", \"condition_ratio\": null}, {\"release_year\": \"1943\", \"condition_ratio\": null}, {\"release_year\": \"1944\", \"condition_ratio\": null}, {\"release_year\": \"1947\", \"condition_ratio\": null}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.9}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6411fce0476ff52a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6411fce0476ff52a/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..84680c452af131394e45fd14c9c118df167044e6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6411fce0476ff52a/run_manifest.json
@@ -0,0 +1,92 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "c17",
+  "started_at": "2026-05-19T15:39:00.737316+00:00",
+  "ended_at": "2026-05-19T15:39:11.084794+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c17_6411fce0476ff52a",
+    "problem_id": "v2p_c17_24b30140242ed4ce",
+    "dataset_id": "c17",
+    "template_id": "tpl_m4_group_ratio_two_conditions",
+    "template_name": "Grouped Ratio of Two Conditions",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "direction_consistency",
+    "intended_facet_id": "conditional_rate_shift",
+    "variant_semantic_role": "contrastive_conditional_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=release_year, condition_col=type.",
+    "bindings": {
+      "group_col": "release_year",
+      "condition_col": "type",
+      "condition_value": "Movie",
+      "positive_value": "Movie",
+      "negative_value": "TV Show",
+      "top_k": 11,
+      "top_n": 4,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 2019.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "condition_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col},\n           SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n           SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n    FROM {table}\n    GROUP BY {group_col}\n)\nSELECT {group_col},\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;",
+    "notes": [
+      "default_facets=conditional_rate_shift",
+      "template_selection_mode=rule",
+      "problem_index_within_template=6",
+      "sql_variant_index=1/1",
+      "binding_index=41"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 4,
+    "problem_index_within_template": 6,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_6411fce0476ff52a.sql",
+  "usage_summary": {
+    "dataset_id": "c17",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c17_6411fce0476ff52a",
+    "api_calls": 0,
+    "input_tokens": 14855,
+    "cached_input_tokens": 12032,
+    "output_tokens": 457,
+    "total_tokens": 15312,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 10333.04,
+    "sql_execution_elapsed_ms_total": 6.9,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6411fce0476ff52a/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6411fce0476ff52a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6411fce0476ff52a/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..74ed4c3204e50c631aeafa1eb77f36483b031278
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6411fce0476ff52a/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:39:11.075961+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10333.04, "started_at": "2026-05-19T15:39:00.742007+00:00", "ended_at": "2026-05-19T15:39:11.075085+00:00", "prompt_metrics": {"chars": 9989, "bytes_utf8": 9991, "lines": 243, "estimated_tokens": null}, "response_metrics": {"chars": 625, "bytes_utf8": 625, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14855, "cached_input_tokens": 12032, "output_tokens": 457, "reasoning_output_tokens": 286}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n    SELECT \\\"release_year\\\",\\n           SUM(CASE WHEN \\\"type\\\" = 'Movie' THEN 1 ELSE 0 END) AS numerator_count,\\n           SUM(CASE WHEN \\\"type\\\" = 'TV Show' THEN 1 ELSE 0 END) AS denominator_count\\n    FROM \\\"c17\\\"\\n    GROUP BY \\\"release_year\\\"\\n)\\nSELECT \\\"release_year\\\",\\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Computes the ratio of Movie rows to TV Show rows for each release_year; the ratio is NULL when a year has no TV Show rows.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6411fce0476ff52a/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6411fce0476ff52a/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..bbca68fece08c53d6f26cb2929d43c3b095be5e6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6411fce0476ff52a/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c17",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c17_6411fce0476ff52a",
+  "api_calls": 0,
+  "input_tokens": 14855,
+  "cached_input_tokens": 12032,
+  "output_tokens": 457,
+  "total_tokens": 15312,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 10333.04,
+  "sql_execution_elapsed_ms_total": 6.9,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6411fce0476ff52a/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_64eef8553e19add0/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_64eef8553e19add0/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..10b0ab36cc3bf7624d5b299da289a276fa5ddf2e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_64eef8553e19add0/final_answer.txt
@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"type": "Movie", "total_rows": 6131, "missing_rows": 0, "missing_rate": 0.0}, {"type": "TV Show", "total_rows": 2676, "missing_rows": 0, "missing_rate": 0.0}]}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_64eef8553e19add0/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_64eef8553e19add0/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..a42021522d50fe46aa97faefe3631973bf00be24
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_64eef8553e19add0/generated_sql.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: c17
+-- family_id: missingness_structure
+-- canonical_subitem_id: co_missingness_pattern_consistency
+-- intended_facet_id: missing_target_interaction
+-- variant_semantic_role: missing_target_interaction
+-- template_id: tpl_missing_target_interaction
+-- query_record_id: v2q_c17_64eef8553e19add0
+-- problem_id: v2p_c17_489fc8775b5610d9
+-- realization_mode: deterministic
+-- source_kind: deterministic
+SELECT
+    "type",
+    COUNT(*) AS total_rows,
+    SUM(CASE WHEN "director" IS NULL THEN 1 ELSE 0 END) AS missing_rows,
+    AVG(CASE WHEN "director" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate
+FROM "c17"
+GROUP BY "type"
+ORDER BY missing_rate DESC, total_rows DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_64eef8553e19add0/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_64eef8553e19add0/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..476f544577c345eae0a3792ce781b62a695fbba3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_64eef8553e19add0/query_results.jsonl
@@ -0,0 +1 @@
+{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_b\n-- sql_source_dataset_id: c17\n-- family_id: missingness_structure\n-- canonical_subitem_id: co_missingness_pattern_consistency\n-- intended_facet_id: missing_target_interaction\n-- variant_semantic_role: missing_target_interaction\n-- template_id: tpl_missing_target_interaction\n-- query_record_id: v2q_c17_64eef8553e19add0\n-- problem_id: v2p_c17_489fc8775b5610d9\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n    \"type\",\n    COUNT(*) AS total_rows,\n    SUM(CASE WHEN \"director\" IS NULL THEN 1 ELSE 0 END) AS missing_rows,\n    AVG(CASE WHEN \"director\" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate\nFROM \"c17\"\nGROUP BY \"type\"\nORDER BY missing_rate DESC, total_rows DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_b\\n-- sql_source_dataset_id: c17\\n-- family_id: missingness_structure\\n-- canonical_subitem_id: co_missingness_pattern_consistency\\n-- intended_facet_id: missing_target_interaction\\n-- variant_semantic_role: missing_target_interaction\\n-- template_id: tpl_missing_target_interaction\\n-- query_record_id: v2q_c17_64eef8553e19add0\\n-- problem_id: v2p_c17_489fc8775b5610d9\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n    \\\"type\\\",\\n    COUNT(*) AS total_rows,\\n    SUM(CASE WHEN \\\"director\\\" IS NULL THEN 1 ELSE 0 END) AS missing_rows,\\n    AVG(CASE WHEN \\\"director\\\" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate\\nFROM \\\"c17\\\"\\nGROUP BY \\\"type\\\"\\nORDER BY missing_rate DESC, total_rows DESC;\", \"columns\": [\"type\", \"total_rows\", \"missing_rows\", \"missing_rate\"], \"rows\": [{\"type\": \"Movie\", \"total_rows\": 6131, \"missing_rows\": 0, \"missing_rate\": 0.0}, {\"type\": \"TV Show\", \"total_rows\": 2676, \"missing_rows\": 0, \"missing_rate\": 0.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.3}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_64eef8553e19add0/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_64eef8553e19add0/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..2fadebb3c2a59304b7c0202cdc348a1ebe66d8c2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_64eef8553e19add0/run_manifest.json
@@ -0,0 +1,59 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "c17",
+  "started_at": "2026-05-19T16:03:15.397551+00:00",
+  "ended_at": "2026-05-19T16:03:15.402516+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c17_64eef8553e19add0",
+    "problem_id": "v2p_c17_489fc8775b5610d9",
+    "dataset_id": "c17",
+    "template_id": "tpl_missing_target_interaction",
+    "template_name": "Missingness-Target Interaction",
+    "family_id": "missingness_structure",
+    "canonical_subitem_id": "co_missingness_pattern_consistency",
+    "intended_facet_id": "missing_target_interaction",
+    "variant_semantic_role": "missing_target_interaction",
+    "subitem_assignment_source": "template_fixed",
+    "source_kind": "deterministic",
+    "realization_mode": "deterministic",
+    "gate_priority": "deterministic",
+    "extended_family": false,
+    "question": "Use template Missingness-Target Interaction to probe co_missingness_pattern_consistency with semantic role missing_target_interaction. Focus on target_col=type, missing_col=director.",
+    "bindings": {
+      "missing_col": "director",
+      "target_col": "type"
+    },
+    "binding_roles": [
+      "missing_col",
+      "target_col"
+    ],
+    "coverage_target_min": "enumerate_all_applicable",
+    "runtime_sql_skeleton": "SELECT\n    {target_col},\n    COUNT(*) AS total_rows,\n    SUM(CASE WHEN {missing_col} IS NULL THEN 1 ELSE 0 END) AS missing_rows,\n    AVG(CASE WHEN {missing_col} IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate\nFROM {table}\nGROUP BY {target_col}\nORDER BY missing_rate DESC, total_rows DESC;",
+    "notes": [
+      "default_facets=missing_rate_by_subgroup,missing_target_interaction",
+      "template_selection_mode=deterministic",
+      "problem_index_within_template=1",
+      "sql_variant_index=1/1"
+    ],
+    "template_selection_mode": "deterministic",
+    "selected_template_rank": 0,
+    "problem_index_within_template": 1,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_64eef8553e19add0.sql",
+  "usage_summary": {
+    "engine": "template",
+    "input_tokens": 0,
+    "cached_input_tokens": 0,
+    "output_tokens": 0,
+    "total_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "none"
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_64eef8553e19add0/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_64eef8553e19add0/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_64eef8553e19add0/usage_summary.json
@@ -0,0 +1,9 @@
+{
+  "engine": "template",
+  "input_tokens": 0,
+  "cached_input_tokens": 0,
+  "output_tokens": 0,
+  "total_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "none"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6b00f81f84750d53/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6b00f81f84750d53/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..10b0ab36cc3bf7624d5b299da289a276fa5ddf2e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6b00f81f84750d53/final_answer.txt
@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"type": "Movie", "total_rows": 6131, "missing_rows": 0, "missing_rate": 0.0}, {"type": "TV Show", "total_rows": 2676, "missing_rows": 0, "missing_rate": 0.0}]}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6b00f81f84750d53/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6b00f81f84750d53/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..04cf61861ebc912533549afcc2d5a2eba8544f2e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6b00f81f84750d53/generated_sql.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: c17
+-- family_id: missingness_structure
+-- canonical_subitem_id: co_missingness_pattern_consistency
+-- intended_facet_id: missing_target_interaction
+-- variant_semantic_role: missing_target_interaction
+-- template_id: tpl_missing_target_interaction
+-- query_record_id: v2q_c17_6b00f81f84750d53
+-- problem_id: v2p_c17_e9e298137f0adf5d
+-- realization_mode: deterministic
+-- source_kind: deterministic
+SELECT
+    "type",
+    COUNT(*) AS total_rows,
+    SUM(CASE WHEN "rating" IS NULL THEN 1 ELSE 0 END) AS missing_rows,
+    AVG(CASE WHEN "rating" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate
+FROM "c17"
+GROUP BY "type"
+ORDER BY missing_rate DESC, total_rows DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6b00f81f84750d53/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6b00f81f84750d53/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e92cd6cc731d72a9a73309e22ecd726281cd6d87
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6b00f81f84750d53/query_results.jsonl
@@ -0,0 +1 @@
+{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_b\n-- sql_source_dataset_id: c17\n-- family_id: missingness_structure\n-- canonical_subitem_id: co_missingness_pattern_consistency\n-- intended_facet_id: missing_target_interaction\n-- variant_semantic_role: missing_target_interaction\n-- template_id: tpl_missing_target_interaction\n-- query_record_id: v2q_c17_6b00f81f84750d53\n-- problem_id: v2p_c17_e9e298137f0adf5d\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n    \"type\",\n    COUNT(*) AS total_rows,\n    SUM(CASE WHEN \"rating\" IS NULL THEN 1 ELSE 0 END) AS missing_rows,\n    AVG(CASE WHEN \"rating\" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate\nFROM \"c17\"\nGROUP BY \"type\"\nORDER BY missing_rate DESC, total_rows DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_b\\n-- sql_source_dataset_id: c17\\n-- family_id: missingness_structure\\n-- canonical_subitem_id: co_missingness_pattern_consistency\\n-- intended_facet_id: missing_target_interaction\\n-- variant_semantic_role: missing_target_interaction\\n-- template_id: tpl_missing_target_interaction\\n-- query_record_id: v2q_c17_6b00f81f84750d53\\n-- problem_id: v2p_c17_e9e298137f0adf5d\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n    \\\"type\\\",\\n    COUNT(*) AS total_rows,\\n    SUM(CASE WHEN \\\"rating\\\" IS NULL THEN 1 ELSE 0 END) AS missing_rows,\\n    AVG(CASE WHEN \\\"rating\\\" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate\\nFROM \\\"c17\\\"\\nGROUP BY \\\"type\\\"\\nORDER BY missing_rate DESC, total_rows DESC;\", \"columns\": [\"type\", \"total_rows\", \"missing_rows\", \"missing_rate\"], \"rows\": [{\"type\": \"Movie\", \"total_rows\": 6131, \"missing_rows\": 0, \"missing_rate\": 0.0}, {\"type\": \"TV Show\", \"total_rows\": 2676, \"missing_rows\": 0, \"missing_rate\": 0.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.29}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6b00f81f84750d53/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6b00f81f84750d53/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..9ed18be780caea4ef339e6046bea2c7d873ba073
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6b00f81f84750d53/run_manifest.json
@@ -0,0 +1,59 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "c17",
+  "started_at": "2026-05-19T16:03:15.421575+00:00",
+  "ended_at": "2026-05-19T16:03:15.426472+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c17_6b00f81f84750d53",
+    "problem_id": "v2p_c17_e9e298137f0adf5d",
+    "dataset_id": "c17",
+    "template_id": "tpl_missing_target_interaction",
+    "template_name": "Missingness-Target Interaction",
+    "family_id": "missingness_structure",
+    "canonical_subitem_id": "co_missingness_pattern_consistency",
+    "intended_facet_id": "missing_target_interaction",
+    "variant_semantic_role": "missing_target_interaction",
+    "subitem_assignment_source": "template_fixed",
+    "source_kind": "deterministic",
+    "realization_mode": "deterministic",
+    "gate_priority": "deterministic",
+    "extended_family": false,
+    "question": "Use template Missingness-Target Interaction to probe co_missingness_pattern_consistency with semantic role missing_target_interaction. Focus on target_col=type, missing_col=rating.",
+    "bindings": {
+      "missing_col": "rating",
+      "target_col": "type"
+    },
+    "binding_roles": [
+      "missing_col",
+      "target_col"
+    ],
+    "coverage_target_min": "enumerate_all_applicable",
+    "runtime_sql_skeleton": "SELECT\n    {target_col},\n    COUNT(*) AS total_rows,\n    SUM(CASE WHEN {missing_col} IS NULL THEN 1 ELSE 0 END) AS missing_rows,\n    AVG(CASE WHEN {missing_col} IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate\nFROM {table}\nGROUP BY {target_col}\nORDER BY missing_rate DESC, total_rows DESC;",
+    "notes": [
+      "default_facets=missing_rate_by_subgroup,missing_target_interaction",
+      "template_selection_mode=deterministic",
+      "problem_index_within_template=5",
+      "sql_variant_index=1/1"
+    ],
+    "template_selection_mode": "deterministic",
+    "selected_template_rank": 0,
+    "problem_index_within_template": 5,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_6b00f81f84750d53.sql",
+  "usage_summary": {
+    "engine": "template",
+    "input_tokens": 0,
+    "cached_input_tokens": 0,
+    "output_tokens": 0,
+    "total_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "none"
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6b00f81f84750d53/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6b00f81f84750d53/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6b00f81f84750d53/usage_summary.json
@@ -0,0 +1,9 @@
+{
+  "engine": "template",
+  "input_tokens": 0,
+  "cached_input_tokens": 0,
+  "output_tokens": 0,
+  "total_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "none"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_80bc201da1b705c2/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_80bc201da1b705c2/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..56ac56ad0778f6ef536fea69bb762de4d9b2d557
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_80bc201da1b705c2/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=type, measure_col=release_year.
+Result preview: [{"type": "Movie", "date_added": "January 1, 2020", "total_measure": 194257, "share_within_group": 1.5738936068436342}, {"type": "Movie", "date_added": "November 1, 2019", "total_measure": 149818, "share_within_group": 1.2138434774041584}, {"type": "Movie", "date_added": "March 1, 2018", "total_measure": 144726, "share_within_group": 1.172587480214622}, {"type": "TV Show", "date_added": "July 6, 2021", "total_measure": 62570, "share_within_group": 1.1594687383545847}, {"type": "Movie", "date_added": "December 31, 2019", "total_measure": 133780, "share_within_group": 1.0839016700738784}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_80bc201da1b705c2/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_80bc201da1b705c2/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..fc06968856abbbd4cc3f46146e78ceca2acf130b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_80bc201da1b705c2/generated_sql.sql
@@ -0,0 +1,23 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: c17
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: within_group_proportion
+-- template_id: tpl_tpcds_within_group_share
+-- query_record_id: v2q_c17_80bc201da1b705c2
+-- problem_id: v2p_c17_0a881d9166ec5017
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+  "type",
+  "date_added",
+  SUM(CAST("release_year" AS INTEGER)) AS total_measure,
+  SUM(CAST("release_year" AS INTEGER)) * 100.0 / SUM(SUM(CAST("release_year" AS INTEGER))) OVER (PARTITION BY "type") AS share_within_group
+FROM "c17"
+WHERE TRIM(COALESCE("release_year", '')) <> ''
+GROUP BY "type", "date_added"
+ORDER BY share_within_group DESC
+LIMIT 14;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_80bc201da1b705c2/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_80bc201da1b705c2/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..c6ccb16e73622c1847acac051ead72791e0ad825
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_80bc201da1b705c2/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT\n  \"type\",\n  \"date_added\",\n  SUM(CAST(\"release_year\" AS INTEGER)) AS total_measure,\n  SUM(CAST(\"release_year\" AS INTEGER)) * 100.0 / SUM(SUM(CAST(\"release_year\" AS INTEGER))) OVER (PARTITION BY \"type\") AS share_within_group\nFROM \"c17\"\nWHERE TRIM(COALESCE(\"release_year\", '')) <> ''\nGROUP BY \"type\", \"date_added\"\nORDER BY share_within_group DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n  \\\"type\\\",\\n  \\\"date_added\\\",\\n  SUM(CAST(\\\"release_year\\\" AS INTEGER)) AS total_measure,\\n  SUM(CAST(\\\"release_year\\\" AS INTEGER)) * 100.0 / SUM(SUM(CAST(\\\"release_year\\\" AS INTEGER))) OVER (PARTITION BY \\\"type\\\") AS share_within_group\\nFROM \\\"c17\\\"\\nWHERE TRIM(COALESCE(\\\"release_year\\\", '')) <> ''\\nGROUP BY \\\"type\\\", \\\"date_added\\\"\\nORDER BY share_within_group DESC\\nLIMIT 14;\", \"columns\": [\"type\", \"date_added\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"type\": \"Movie\", \"date_added\": \"January 1, 2020\", \"total_measure\": 194257, \"share_within_group\": 1.5738936068436342}, {\"type\": \"Movie\", \"date_added\": \"November 1, 2019\", \"total_measure\": 149818, \"share_within_group\": 1.2138434774041584}, {\"type\": \"Movie\", \"date_added\": \"March 1, 2018\", \"total_measure\": 144726, \"share_within_group\": 1.172587480214622}, {\"type\": \"TV Show\", \"date_added\": \"July 6, 2021\", \"total_measure\": 62570, \"share_within_group\": 1.1594687383545847}, {\"type\": \"Movie\", \"date_added\": \"December 31, 2019\", \"total_measure\": 133780, \"share_within_group\": 1.0839016700738784}, {\"type\": \"Movie\", \"date_added\": \"October 1, 2018\", \"total_measure\": 128835, \"share_within_group\": 1.0438366845863964}, {\"type\": \"Movie\", \"date_added\": \"November 1, 2018\", \"total_measure\": 110670, \"share_within_group\": 0.8966616671182248}, {\"type\": \"TV Show\", \"date_added\": \"January 1, 2016\", \"total_measure\": 48097, \"share_within_group\": 0.8912732604865025}, {\"type\": \"Movie\", \"date_added\": \"July 1, 2021\", \"total_measure\": 106290, \"share_within_group\": 0.861174379669252}, {\"type\": \"TV Show\", \"date_added\": \"August 1, 2017\", \"total_measure\": 46330, \"share_within_group\": 0.8585294334020762}, {\"type\": \"TV Show\", \"date_added\": \"July 1, 2017\", \"total_measure\": 46170, \"share_within_group\": 0.8555645141414604}, {\"type\": \"Movie\", \"date_added\": \"October 1, 2019\", \"total_measure\": 102023, \"share_within_group\": 0.826602631827981}, {\"type\": \"TV Show\", \"date_added\": \"June 19, 2021\", \"total_measure\": 42397, \"share_within_group\": 0.7856480118270629}, {\"type\": \"Movie\", \"date_added\": \"September 1, 2021\", \"total_measure\": 96095, \"share_within_group\": 0.7785732619655356}], \"row_count_returned\": 14, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 34.74}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_80bc201da1b705c2/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_80bc201da1b705c2/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..084538a616e5b739ca7d461f4ceecab8001979f7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_80bc201da1b705c2/run_manifest.json
@@ -0,0 +1,91 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "c17",
+  "started_at": "2026-05-19T15:32:48.257650+00:00",
+  "ended_at": "2026-05-19T15:33:01.915258+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c17_80bc201da1b705c2",
+    "problem_id": "v2p_c17_0a881d9166ec5017",
+    "dataset_id": "c17",
+    "template_id": "tpl_tpcds_within_group_share",
+    "template_name": "Within-Group Share of Total",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "dependency_strength_similarity",
+    "intended_facet_id": "pairwise_conditional_dependency",
+    "variant_semantic_role": "within_group_proportion",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=type, measure_col=release_year.",
+    "bindings": {
+      "group_col": "type",
+      "measure_col": "release_year",
+      "item_col": "date_added",
+      "top_k": 14,
+      "top_n": 3,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 2019.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "item_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n       SUM({measure_col}) AS total_measure,\n       SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;",
+    "notes": [
+      "default_facets=pairwise_conditional_dependency",
+      "template_selection_mode=rule",
+      "problem_index_within_template=1",
+      "sql_variant_index=1/2",
+      "binding_index=24"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 3,
+    "problem_index_within_template": 1,
+    "sql_variant_index": 1,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_80bc201da1b705c2.sql",
+  "usage_summary": {
+    "dataset_id": "c17",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c17_80bc201da1b705c2",
+    "api_calls": 0,
+    "input_tokens": 14764,
+    "cached_input_tokens": 12032,
+    "output_tokens": 713,
+    "total_tokens": 15477,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 13615.53,
+    "sql_execution_elapsed_ms_total": 34.74,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_80bc201da1b705c2/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_80bc201da1b705c2/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_80bc201da1b705c2/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..7557ba7c76bfc3c85dab108c84d6b7aeeb6b303a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_80bc201da1b705c2/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:33:01.877211+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13615.53, "started_at": "2026-05-19T15:32:48.259923+00:00", "ended_at": "2026-05-19T15:33:01.875490+00:00", "prompt_metrics": {"chars": 9582, "bytes_utf8": 9584, "lines": 242, "estimated_tokens": null}, "response_metrics": {"chars": 700, "bytes_utf8": 700, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14764, "cached_input_tokens": 12032, "output_tokens": 713, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n  \\\"type\\\",\\n  \\\"date_added\\\",\\n  SUM(CAST(\\\"release_year\\\" AS INTEGER)) AS total_measure,\\n  SUM(CAST(\\\"release_year\\\" AS INTEGER)) * 100.0 / SUM(SUM(CAST(\\\"release_year\\\" AS INTEGER))) OVER (PARTITION BY \\\"type\\\") AS share_within_group\\nFROM \\\"c17\\\"\\nWHERE TRIM(COALESCE(\\\"release_year\\\", '')) <> ''\\nGROUP BY \\\"type\\\", \\\"date_added\\\"\\nORDER BY share_within_group DESC\\nLIMIT 14;\",\"notes\":\"Applied the Within-Group Share of Total template with group_col=\\\"type\\\", item_col=\\\"date_added\\\", and measure_col=\\\"release_year\\\". CAST is used because \\\"release_year\\\" is stored as TEXT in SQLite; LIMIT 14 follows the provided top_k binding.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_80bc201da1b705c2/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_80bc201da1b705c2/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..8efc24df29616c1d958bc34111952cc7549bf616
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_80bc201da1b705c2/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c17",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c17_80bc201da1b705c2",
+  "api_calls": 0,
+  "input_tokens": 14764,
+  "cached_input_tokens": 12032,
+  "output_tokens": 713,
+  "total_tokens": 15477,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 13615.53,
+  "sql_execution_elapsed_ms_total": 34.74,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_80bc201da1b705c2/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_8110658b504ef3fe/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_8110658b504ef3fe/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_8110658b504ef3fe/usage_summary.json
@@ -0,0 +1,9 @@
+{
+  "engine": "template",
+  "input_tokens": 0,
+  "cached_input_tokens": 0,
+  "output_tokens": 0,
+  "total_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "none"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_8134075520374aa7/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_8134075520374aa7/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..faecb543d161aabc90bf836bcf8e50bdc1a8890c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_8134075520374aa7/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=type.
+Result preview: [{"type": "Movie", "row_count": 6131}, {"type": "TV Show", "row_count": 2676}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_8134075520374aa7/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_8134075520374aa7/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..851ba243b00405687da47bd21bb5c53fe8465492
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_8134075520374aa7/generated_sql.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: c17
+-- family_id: subgroup_structure
+-- canonical_subitem_id: subgroup_size_stability
+-- intended_facet_id: subgroup_distribution_shift
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_clickbench_group_count
+-- query_record_id: v2q_c17_8134075520374aa7
+-- problem_id: v2p_c17_58512a53f5a6d492
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "type", COUNT(*) AS row_count
+FROM "c17"
+GROUP BY "type"
+ORDER BY row_count DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_8134075520374aa7/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_8134075520374aa7/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..9ab2c130a468c0bd9c07f0ed99f39aebbee023a7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_8134075520374aa7/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"type\", COUNT(*) AS row_count\nFROM \"c17\"\nGROUP BY \"type\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"type\\\", COUNT(*) AS row_count\\nFROM \\\"c17\\\"\\nGROUP BY \\\"type\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"type\", \"row_count\"], \"rows\": [{\"type\": \"Movie\", \"row_count\": 6131}, {\"type\": \"TV Show\", \"row_count\": 2676}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.9}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_8134075520374aa7/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_8134075520374aa7/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..9e0a6a6450e6ee92bcf0771cc43d3758af1e6cf9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_8134075520374aa7/run_manifest.json
@@ -0,0 +1,87 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "c17",
+  "started_at": "2026-05-19T15:32:11.345902+00:00",
+  "ended_at": "2026-05-19T15:32:20.805806+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c17_8134075520374aa7",
+    "problem_id": "v2p_c17_58512a53f5a6d492",
+    "dataset_id": "c17",
+    "template_id": "tpl_clickbench_group_count",
+    "template_name": "Grouped Count by Category",
+    "family_id": "subgroup_structure",
+    "canonical_subitem_id": "subgroup_size_stability",
+    "intended_facet_id": "subgroup_distribution_shift",
+    "variant_semantic_role": "count_distribution",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=type.",
+    "bindings": {
+      "group_col": "type",
+      "top_k": 11,
+      "top_n": 3,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 2019.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;",
+    "notes": [
+      "default_facets=subgroup_distribution_shift",
+      "template_selection_mode=rule",
+      "problem_index_within_template=5",
+      "sql_variant_index=1/1",
+      "binding_index=16"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 2,
+    "problem_index_within_template": 5,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_8134075520374aa7.sql",
+  "usage_summary": {
+    "dataset_id": "c17",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c17_8134075520374aa7",
+    "api_calls": 0,
+    "input_tokens": 14618,
+    "cached_input_tokens": 13696,
+    "output_tokens": 205,
+    "total_tokens": 14823,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 9446.77,
+    "sql_execution_elapsed_ms_total": 5.9,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_8134075520374aa7/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_8134075520374aa7/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_8134075520374aa7/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..7c16f0de33a1338aeb084649aa13f6af7183c13f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_8134075520374aa7/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:32:20.797995+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 9446.77, "started_at": "2026-05-19T15:32:11.350125+00:00", "ended_at": "2026-05-19T15:32:20.796939+00:00", "prompt_metrics": {"chars": 9072, "bytes_utf8": 9074, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 300, "bytes_utf8": 300, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14618, "cached_input_tokens": 13696, "output_tokens": 205, "reasoning_output_tokens": 127}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"type\\\", COUNT(*) AS row_count\\nFROM \\\"c17\\\"\\nGROUP BY \\\"type\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Applies the Grouped Count by Category template with group_col bound to \\\"type\\\" to measure the count distribution across target subgroups.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_8134075520374aa7/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_8134075520374aa7/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..3b3ae578868ea36614becc1a6159aabf7825f568
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_8134075520374aa7/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c17",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c17_8134075520374aa7",
+  "api_calls": 0,
+  "input_tokens": 14618,
+  "cached_input_tokens": 13696,
+  "output_tokens": 205,
+  "total_tokens": 14823,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 9446.77,
+  "sql_execution_elapsed_ms_total": 5.9,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_8134075520374aa7/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_830ead77c6e2db37/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_830ead77c6e2db37/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d6da87b0e4fb004af61f86e442fc6db87e61629c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_830ead77c6e2db37/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=release_year, group_col_2=duration.
+Result preview: [{"release_year": "2016", "duration": "92 min", "row_count": 28}, {"release_year": "2017", "duration": "92 min", "row_count": 24}, {"release_year": "2018", "duration": "91 min", "row_count": 24}, {"release_year": "2017", "duration": "94 min", "row_count": 23}, {"release_year": "2018", "duration": "90 min", "row_count": 23}] Results were truncated.
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_830ead77c6e2db37/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_830ead77c6e2db37/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..5df7f28e72c7b61d76a4010a5811ad940eb98c89
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_830ead77c6e2db37/generated_sql.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: c17
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: slice_level_consistency
+-- intended_facet_id: conditional_interaction_hotspots
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_c2_filtered_group_count_2d
+-- query_record_id: v2q_c17_830ead77c6e2db37
+-- problem_id: v2p_c17_b566602b7336edd9
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "release_year", "duration", COUNT(*) AS "row_count"
+FROM "c17"
+WHERE "type" = 'Movie'
+GROUP BY "release_year", "duration"
+ORDER BY "row_count" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_830ead77c6e2db37/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_830ead77c6e2db37/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..1c7274376814d895f7e6b21ee74ea1848b381889
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_830ead77c6e2db37/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"release_year\", \"duration\", COUNT(*) AS \"row_count\"\nFROM \"c17\"\nWHERE \"type\" = 'Movie'\nGROUP BY \"release_year\", \"duration\"\nORDER BY \"row_count\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"release_year\\\", \\\"duration\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c17\\\"\\nWHERE \\\"type\\\" = 'Movie'\\nGROUP BY \\\"release_year\\\", \\\"duration\\\"\\nORDER BY \\\"row_count\\\" DESC;\", \"columns\": [\"release_year\", \"duration\", \"row_count\"], \"rows\": [{\"release_year\": \"2016\", \"duration\": \"92 min\", \"row_count\": 28}, {\"release_year\": \"2017\", \"duration\": \"92 min\", \"row_count\": 24}, {\"release_year\": \"2018\", \"duration\": \"91 min\", \"row_count\": 24}, {\"release_year\": \"2017\", \"duration\": \"94 min\", \"row_count\": 23}, {\"release_year\": \"2018\", \"duration\": \"90 min\", \"row_count\": 23}, {\"release_year\": \"2017\", \"duration\": \"104 min\", \"row_count\": 22}, {\"release_year\": \"2018\", \"duration\": \"95 min\", \"row_count\": 22}, {\"release_year\": \"2016\", \"duration\": \"91 min\", \"row_count\": 21}, {\"release_year\": \"2017\", \"duration\": \"89 min\", \"row_count\": 21}, {\"release_year\": \"2017\", \"duration\": \"90 min\", \"row_count\": 21}, {\"release_year\": \"2018\", \"duration\": \"100 min\", \"row_count\": 21}, {\"release_year\": \"2019\", \"duration\": \"98 min\", \"row_count\": 21}, {\"release_year\": \"2016\", \"duration\": \"94 min\", \"row_count\": 20}, {\"release_year\": \"2016\", \"duration\": \"97 min\", \"row_count\": 20}, {\"release_year\": \"2017\", \"duration\": \"93 min\", \"row_count\": 20}, {\"release_year\": \"2018\", \"duration\": \"96 min\", \"row_count\": 20}, {\"release_year\": \"2019\", \"duration\": \"90 min\", \"row_count\": 20}, {\"release_year\": \"2016\", \"duration\": \"101 min\", \"row_count\": 19}, {\"release_year\": \"2016\", \"duration\": \"88 min\", \"row_count\": 19}, {\"release_year\": \"2017\", \"duration\": \"96 min\", \"row_count\": 19}, {\"release_year\": \"2019\", \"duration\": \"95 min\", \"row_count\": 19}, {\"release_year\": \"2017\", \"duration\": \"87 min\", \"row_count\": 18}, {\"release_year\": \"2017\", \"duration\": \"91 min\", \"row_count\": 18}, {\"release_year\": \"2018\", \"duration\": \"102 min\", \"row_count\": 18}, {\"release_year\": \"2018\", \"duration\": \"93 min\", \"row_count\": 18}, {\"release_year\": \"2018\", \"duration\": \"94 min\", \"row_count\": 18}, {\"release_year\": \"2018\", \"duration\": \"97 min\", \"row_count\": 18}, {\"release_year\": \"2018\", \"duration\": \"110 min\", \"row_count\": 17}, {\"release_year\": \"2018\", \"duration\": \"86 min\", \"row_count\": 17}, {\"release_year\": \"2018\", \"duration\": \"88 min\", \"row_count\": 17}, {\"release_year\": \"2018\", \"duration\": \"99 min\", \"row_count\": 17}, {\"release_year\": \"2019\", \"duration\": \"96 min\", \"row_count\": 17}, {\"release_year\": \"2015\", \"duration\": \"90 min\", \"row_count\": 16}, {\"release_year\": \"2016\", \"duration\": \"99 min\", \"row_count\": 16}, {\"release_year\": \"2017\", \"duration\": \"95 min\", \"row_count\": 16}, {\"release_year\": \"2018\", \"duration\": \"105 min\", \"row_count\": 16}, {\"release_year\": \"2018\", \"duration\": \"87 min\", \"row_count\": 16}, {\"release_year\": \"2018\", \"duration\": \"89 min\", \"row_count\": 16}, {\"release_year\": \"2018\", \"duration\": \"98 min\", \"row_count\": 16}, {\"release_year\": \"2016\", \"duration\": \"107 min\", \"row_count\": 15}, {\"release_year\": \"2016\", \"duration\": \"108 min\", \"row_count\": 15}, {\"release_year\": \"2016\", \"duration\": \"84 min\", \"row_count\": 15}, {\"release_year\": \"2016\", \"duration\": \"86 min\", \"row_count\": 15}, {\"release_year\": \"2016\", \"duration\": \"90 min\", \"row_count\": 15}, {\"release_year\": \"2016\", \"duration\": \"98 min\", \"row_count\": 15}, {\"release_year\": \"2017\", \"duration\": \"100 min\", \"row_count\": 15}, {\"release_year\": \"2017\", \"duration\": \"102 min\", \"row_count\": 15}, {\"release_year\": \"2017\", \"duration\": \"86 min\", \"row_count\": 15}, {\"release_year\": \"2019\", \"duration\": \"87 min\", \"row_count\": 15}, {\"release_year\": \"2019\", \"duration\": \"93 min\", \"row_count\": 15}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 7.15}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_830ead77c6e2db37/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_830ead77c6e2db37/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..b66020b603b08b8ba9f2a96aa4367a42c9d8c1e5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_830ead77c6e2db37/run_manifest.json
@@ -0,0 +1,93 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "c17",
+  "started_at": "2026-05-19T15:40:18.904958+00:00",
+  "ended_at": "2026-05-19T15:40:27.736235+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c17_830ead77c6e2db37",
+    "problem_id": "v2p_c17_b566602b7336edd9",
+    "dataset_id": "c17",
+    "template_id": "tpl_c2_filtered_group_count_2d",
+    "template_name": "Filtered Two-Dimensional Group Count",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "slice_level_consistency",
+    "intended_facet_id": "conditional_interaction_hotspots",
+    "variant_semantic_role": "count_distribution",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=release_year, group_col_2=duration.",
+    "bindings": {
+      "group_col": "release_year",
+      "group_col_2": "duration",
+      "predicate_col": "type",
+      "predicate_op": "=",
+      "predicate_value": "Movie",
+      "top_k": 12,
+      "top_n": 3,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 2019.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "group_col_2",
+      "predicate_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;",
+    "notes": [
+      "default_facets=conditional_interaction_hotspots",
+      "template_selection_mode=rule",
+      "problem_index_within_template=5",
+      "sql_variant_index=1/1",
+      "binding_index=52"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 5,
+    "problem_index_within_template": 5,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_830ead77c6e2db37.sql",
+  "usage_summary": {
+    "dataset_id": "c17",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c17_830ead77c6e2db37",
+    "api_calls": 0,
+    "input_tokens": 14736,
+    "cached_input_tokens": 13696,
+    "output_tokens": 327,
+    "total_tokens": 15063,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 8817.73,
+    "sql_execution_elapsed_ms_total": 7.15,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_830ead77c6e2db37/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_830ead77c6e2db37/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_830ead77c6e2db37/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..61e32b032e54a7a2620f37b3439c9e94c8dd1a13
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_830ead77c6e2db37/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:40:27.727653+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 8817.73, "started_at": "2026-05-19T15:40:18.909129+00:00", "ended_at": "2026-05-19T15:40:27.726892+00:00", "prompt_metrics": {"chars": 9487, "bytes_utf8": 9489, "lines": 244, "estimated_tokens": null}, "response_metrics": {"chars": 427, "bytes_utf8": 427, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14736, "cached_input_tokens": 13696, "output_tokens": 327, "reasoning_output_tokens": 212}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"release_year\\\", \\\"duration\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c17\\\"\\nWHERE \\\"type\\\" = 'Movie'\\nGROUP BY \\\"release_year\\\", \\\"duration\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Applied the required filtered two-dimensional group count template with group_col=\\\"release_year\\\", group_col_2=\\\"duration\\\", and predicate type = 'Movie' on the single table \\\"c17\\\".\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_830ead77c6e2db37/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_830ead77c6e2db37/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..8b7d74140021f960ea154267ab50bbe419812cf5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_830ead77c6e2db37/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c17",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c17_830ead77c6e2db37",
+  "api_calls": 0,
+  "input_tokens": 14736,
+  "cached_input_tokens": 13696,
+  "output_tokens": 327,
+  "total_tokens": 15063,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 8817.73,
+  "sql_execution_elapsed_ms_total": 7.15,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_830ead77c6e2db37/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_83457d770177c124/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_83457d770177c124/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..907fd7ff2d6628acefa7b95df7f0c7d617ca480b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_83457d770177c124/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=duration, measure_col=release_year.
+Result preview: [{"duration": "66 min", "listed_in": "Stand-Up Comedy", "total_measure": 40358, "share_within_group": 71.4984232717996}, {"duration": "62 min", "listed_in": "Stand-Up Comedy", "total_measure": 34266, "share_within_group": 70.82971598660548}, {"duration": "63 min", "listed_in": "Stand-Up Comedy", "total_measure": 40361, "share_within_group": 62.59460297766749}, {"duration": "67 min", "listed_in": "Stand-Up Comedy", "total_measure": 26217, "share_within_group": 61.89385712262146}, {"duration": "64 min", "listed_in": "Stand-Up Comedy", "total_measure": 28249, "share_within_group": 60.894589351153265}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_83457d770177c124/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_83457d770177c124/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..df7c3c099043a142a4e6c53db622079c3e5680a9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_83457d770177c124/generated_sql.sql
@@ -0,0 +1,43 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: c17
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: within_group_proportion
+-- template_id: tpl_tpcds_within_group_share
+-- query_record_id: v2q_c17_83457d770177c124
+-- problem_id: v2p_c17_e57569f5f75c8211
+-- realization_mode: agent
+-- source_kind: agent
+WITH "grouped" AS (
+  SELECT
+    "duration",
+    "listed_in",
+    SUM(CAST("release_year" AS INTEGER)) AS "total_measure"
+  FROM "c17"
+  WHERE NULLIF(TRIM("duration"), '') IS NOT NULL
+    AND NULLIF(TRIM("listed_in"), '') IS NOT NULL
+    AND NULLIF(TRIM("release_year"), '') IS NOT NULL
+  GROUP BY "duration", "listed_in"
+),
+"eligible_groups" AS (
+  SELECT "duration"
+  FROM "c17"
+  WHERE NULLIF(TRIM("duration"), '') IS NOT NULL
+    AND NULLIF(TRIM("release_year"), '') IS NOT NULL
+  GROUP BY "duration"
+  HAVING COUNT(*) >= 5
+)
+SELECT
+  "grouped"."duration",
+  "grouped"."listed_in",
+  "grouped"."total_measure",
+  "grouped"."total_measure" * 100.0
+    / SUM("grouped"."total_measure") OVER (PARTITION BY "grouped"."duration") AS "share_within_group"
+FROM "grouped"
+JOIN "eligible_groups"
+  ON "grouped"."duration" = "eligible_groups"."duration"
+ORDER BY "share_within_group" DESC
+LIMIT 17;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_83457d770177c124/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_83457d770177c124/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..2c5114e677cf6717c5f65022db946a9c7389047b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_83457d770177c124/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nWITH \"grouped\" AS (\n  SELECT\n    \"duration\",\n    \"listed_in\",\n    SUM(CAST(\"release_year\" AS INTEGER)) AS \"total_measure\"\n  FROM \"c17\"\n  WHERE NULLIF(TRIM(\"duration\"), '') IS NOT NULL\n    AND NULLIF(TRIM(\"listed_in\"), '') IS NOT NULL\n    AND NULLIF(TRIM(\"release_year\"), '') IS NOT NULL\n  GROUP BY \"duration\", \"listed_in\"\n),\n\"eligible_groups\" AS (\n  SELECT \"duration\"\n  FROM \"c17\"\n  WHERE NULLIF(TRIM(\"duration\"), '') IS NOT NULL\n    AND NULLIF(TRIM(\"release_year\"), '') IS NOT NULL\n  GROUP BY \"duration\"\n  HAVING COUNT(*) >= 5\n)\nSELECT\n  \"grouped\".\"duration\",\n  \"grouped\".\"listed_in\",\n  \"grouped\".\"total_measure\",\n  \"grouped\".\"total_measure\" * 100.0\n    / SUM(\"grouped\".\"total_measure\") OVER (PARTITION BY \"grouped\".\"duration\") AS \"share_within_group\"\nFROM \"grouped\"\nJOIN \"eligible_groups\"\n  ON \"grouped\".\"duration\" = \"eligible_groups\".\"duration\"\nORDER BY \"share_within_group\" DESC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nWITH \\\"grouped\\\" AS (\\n  SELECT\\n    \\\"duration\\\",\\n    \\\"listed_in\\\",\\n    SUM(CAST(\\\"release_year\\\" AS INTEGER)) AS \\\"total_measure\\\"\\n  FROM \\\"c17\\\"\\n  WHERE NULLIF(TRIM(\\\"duration\\\"), '') IS NOT NULL\\n    AND NULLIF(TRIM(\\\"listed_in\\\"), '') IS NOT NULL\\n    AND NULLIF(TRIM(\\\"release_year\\\"), '') IS NOT NULL\\n  GROUP BY \\\"duration\\\", \\\"listed_in\\\"\\n),\\n\\\"eligible_groups\\\" AS (\\n  SELECT \\\"duration\\\"\\n  FROM \\\"c17\\\"\\n  WHERE NULLIF(TRIM(\\\"duration\\\"), '') IS NOT NULL\\n    AND NULLIF(TRIM(\\\"release_year\\\"), '') IS NOT NULL\\n  GROUP BY \\\"duration\\\"\\n  HAVING COUNT(*) >= 5\\n)\\nSELECT\\n  \\\"grouped\\\".\\\"duration\\\",\\n  \\\"grouped\\\".\\\"listed_in\\\",\\n  \\\"grouped\\\".\\\"total_measure\\\",\\n  \\\"grouped\\\".\\\"total_measure\\\" * 100.0\\n    / SUM(\\\"grouped\\\".\\\"total_measure\\\") OVER (PARTITION BY \\\"grouped\\\".\\\"duration\\\") AS \\\"share_within_group\\\"\\nFROM \\\"grouped\\\"\\nJOIN \\\"eligible_groups\\\"\\n  ON \\\"grouped\\\".\\\"duration\\\" = \\\"eligible_groups\\\".\\\"duration\\\"\\nORDER BY \\\"share_within_group\\\" DESC\\nLIMIT 17;\", \"columns\": [\"duration\", \"listed_in\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"duration\": \"66 min\", \"listed_in\": \"Stand-Up Comedy\", \"total_measure\": 40358, \"share_within_group\": 71.4984232717996}, {\"duration\": \"62 min\", \"listed_in\": \"Stand-Up Comedy\", \"total_measure\": 34266, \"share_within_group\": 70.82971598660548}, {\"duration\": \"63 min\", \"listed_in\": \"Stand-Up Comedy\", \"total_measure\": 40361, \"share_within_group\": 62.59460297766749}, {\"duration\": \"67 min\", \"listed_in\": \"Stand-Up Comedy\", \"total_measure\": 26217, \"share_within_group\": 61.89385712262146}, {\"duration\": \"64 min\", \"listed_in\": \"Stand-Up Comedy\", \"total_measure\": 28249, \"share_within_group\": 60.894589351153265}, {\"duration\": \"176 min\", \"listed_in\": \"Dramas, International Movies, Music & Musicals\", \"total_measure\": 6000, \"share_within_group\": 60.024009603841534}, {\"duration\": \"38 min\", \"listed_in\": \"Documentaries, International Movies\", \"total_measure\": 6055, \"share_within_group\": 60.015858856179996}, {\"duration\": \"36 min\", \"listed_in\": \"Movies\", \"total_measure\": 6061, \"share_within_group\": 59.99208155993269}, {\"duration\": \"57 min\", \"listed_in\": \"Stand-Up Comedy\", \"total_measure\": 16134, \"share_within_group\": 57.13375119515563}, {\"duration\": \"60 min\", \"listed_in\": \"Stand-Up Comedy\", \"total_measure\": 32282, \"share_within_group\": 55.198946702460546}, {\"duration\": \"61 min\", \"listed_in\": \"Stand-Up Comedy\", \"total_measure\": 34263, \"share_within_group\": 54.876994041898904}, {\"duration\": \"25 min\", \"listed_in\": \"Children & Family Movies\", \"total_measure\": 12077, \"share_within_group\": 54.51877934272301}, {\"duration\": \"53 min\", \"listed_in\": \"Documentaries\", \"total_measure\": 26227, \"share_within_group\": 54.18689696493874}, {\"duration\": \"23 min\", \"listed_in\": \"Children & Family Movies\", \"total_measure\": 14127, \"share_within_group\": 53.862284581363426}, {\"duration\": \"24 min\", \"listed_in\": \"Children & Family Movies\", \"total_measure\": 24220, \"share_within_group\": 52.20840249186264}, {\"duration\": \"59 min\", \"listed_in\": \"Stand-Up Comedy\", \"total_measure\": 26233, \"share_within_group\": 52.0692324487406}, {\"duration\": \"159 min\", \"listed_in\": \"Action & Adventure, Dramas, International Movies\", \"total_measure\": 6051, \"share_within_group\": 50.11180124223603}], \"row_count_returned\": 17, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 53.99}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_83457d770177c124/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_83457d770177c124/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..bb8de0b10ccfd23481ad67568082423cc731625f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_83457d770177c124/run_manifest.json
@@ -0,0 +1,91 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "c17",
+  "started_at": "2026-05-19T15:34:47.871972+00:00",
+  "ended_at": "2026-05-19T15:35:03.082232+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c17_83457d770177c124",
+    "problem_id": "v2p_c17_e57569f5f75c8211",
+    "dataset_id": "c17",
+    "template_id": "tpl_tpcds_within_group_share",
+    "template_name": "Within-Group Share of Total",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "dependency_strength_similarity",
+    "intended_facet_id": "pairwise_conditional_dependency",
+    "variant_semantic_role": "within_group_proportion",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=duration, measure_col=release_year.",
+    "bindings": {
+      "group_col": "duration",
+      "measure_col": "release_year",
+      "item_col": "listed_in",
+      "top_k": 17,
+      "top_n": 7,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.05,
+      "baseline_multiplier": 1.75,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 4,
+      "measure_threshold": 2018.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "item_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n       SUM({measure_col}) AS total_measure,\n       SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;",
+    "notes": [
+      "default_facets=pairwise_conditional_dependency",
+      "template_selection_mode=rule",
+      "problem_index_within_template=4",
+      "sql_variant_index=2/2",
+      "binding_index=27"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 3,
+    "problem_index_within_template": 4,
+    "sql_variant_index": 2,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_83457d770177c124.sql",
+  "usage_summary": {
+    "dataset_id": "c17",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c17_83457d770177c124",
+    "api_calls": 0,
+    "input_tokens": 14764,
+    "cached_input_tokens": 13696,
+    "output_tokens": 917,
+    "total_tokens": 15681,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 15144.38,
+    "sql_execution_elapsed_ms_total": 53.99,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_83457d770177c124/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_83457d770177c124/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_83457d770177c124/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..9ed67fa54a4fd840b60fc3b21edc1535700018e9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_83457d770177c124/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:35:03.024089+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15144.38, "started_at": "2026-05-19T15:34:47.876987+00:00", "ended_at": "2026-05-19T15:35:03.021418+00:00", "prompt_metrics": {"chars": 9591, "bytes_utf8": 9593, "lines": 242, "estimated_tokens": null}, "response_metrics": {"chars": 1436, "bytes_utf8": 1436, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14764, "cached_input_tokens": 13696, "output_tokens": 917, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nWITH \\\"grouped\\\" AS (\\n  SELECT\\n    \\\"duration\\\",\\n    \\\"listed_in\\\",\\n    SUM(CAST(\\\"release_year\\\" AS INTEGER)) AS \\\"total_measure\\\"\\n  FROM \\\"c17\\\"\\n  WHERE NULLIF(TRIM(\\\"duration\\\"), '') IS NOT NULL\\n    AND NULLIF(TRIM(\\\"listed_in\\\"), '') IS NOT NULL\\n    AND NULLIF(TRIM(\\\"release_year\\\"), '') IS NOT NULL\\n  GROUP BY \\\"duration\\\", \\\"listed_in\\\"\\n),\\n\\\"eligible_groups\\\" AS (\\n  SELECT \\\"duration\\\"\\n  FROM \\\"c17\\\"\\n  WHERE NULLIF(TRIM(\\\"duration\\\"), '') IS NOT NULL\\n    AND NULLIF(TRIM(\\\"release_year\\\"), '') IS NOT NULL\\n  GROUP BY \\\"duration\\\"\\n  HAVING COUNT(*) >= 5\\n)\\nSELECT\\n  \\\"grouped\\\".\\\"duration\\\",\\n  \\\"grouped\\\".\\\"listed_in\\\",\\n  \\\"grouped\\\".\\\"total_measure\\\",\\n  \\\"grouped\\\".\\\"total_measure\\\" * 100.0\\n    / SUM(\\\"grouped\\\".\\\"total_measure\\\") OVER (PARTITION BY \\\"grouped\\\".\\\"duration\\\") AS \\\"share_within_group\\\"\\nFROM \\\"grouped\\\"\\nJOIN \\\"eligible_groups\\\"\\n  ON \\\"grouped\\\".\\\"duration\\\" = \\\"eligible_groups\\\".\\\"duration\\\""}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_83457d770177c124/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_83457d770177c124/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..915bbbba13668ff30d2b24831ad0cacca7c520f8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_83457d770177c124/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c17",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c17_83457d770177c124",
+  "api_calls": 0,
+  "input_tokens": 14764,
+  "cached_input_tokens": 13696,
+  "output_tokens": 917,
+  "total_tokens": 15681,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 15144.38,
+  "sql_execution_elapsed_ms_total": 53.99,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_83457d770177c124/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_888ae650889c9365/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_888ae650889c9365/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a619c95f858e8b55cb398530f598ca5367bdef57
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_888ae650889c9365/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=release_year.
+Result preview: [{"release_year": 2021}, {"release_year": 2021}, {"release_year": 2021}, {"release_year": 2021}, {"release_year": 2021}] Results were truncated.
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_888ae650889c9365/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_888ae650889c9365/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..977f3111d807e882c1e4eab0a65c396d5f4d5917
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_888ae650889c9365/generated_sql.sql
@@ -0,0 +1,24 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: c17
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_set_consistency
+-- intended_facet_id: low_support_extremes
+-- variant_semantic_role: rare_extreme_view
+-- template_id: tpl_m4_quantile_tail_slice
+-- query_record_id: v2q_c17_888ae650889c9365
+-- problem_id: v2p_c17_dff5e198aa0ffa93
+-- realization_mode: agent
+-- source_kind: agent
+WITH "buckets" AS (
+    SELECT CAST("release_year" AS INTEGER) AS "release_year",
+           NTILE(10) OVER (ORDER BY CAST("release_year" AS INTEGER) DESC) AS "tail_bucket"
+    FROM "c17"
+    WHERE "release_year" IS NOT NULL
+      AND TRIM("release_year") <> ''
+)
+SELECT "release_year"
+FROM "buckets"
+WHERE "tail_bucket" = 1
+ORDER BY "release_year" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_888ae650889c9365/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_888ae650889c9365/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..bb6f205d14e82977220cef73e22c384bccd42c5b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_888ae650889c9365/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_quantile_tail_slice\nWITH \"buckets\" AS (\n    SELECT CAST(\"release_year\" AS INTEGER) AS \"release_year\",\n           NTILE(10) OVER (ORDER BY CAST(\"release_year\" AS INTEGER) DESC) AS \"tail_bucket\"\n    FROM \"c17\"\n    WHERE \"release_year\" IS NOT NULL\n      AND TRIM(\"release_year\") <> ''\n)\nSELECT \"release_year\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY \"release_year\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n    SELECT CAST(\\\"release_year\\\" AS INTEGER) AS \\\"release_year\\\",\\n           NTILE(10) OVER (ORDER BY CAST(\\\"release_year\\\" AS INTEGER) DESC) AS \\\"tail_bucket\\\"\\n    FROM \\\"c17\\\"\\n    WHERE \\\"release_year\\\" IS NOT NULL\\n      AND TRIM(\\\"release_year\\\") <> ''\\n)\\nSELECT \\\"release_year\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"release_year\\\" DESC;\", \"columns\": [\"release_year\"], \"rows\": [{\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 13.13}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_888ae650889c9365/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_888ae650889c9365/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..81676e872eb271f3878dab4175e846d456d427dc
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_888ae650889c9365/run_manifest.json
@@ -0,0 +1,87 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "c17",
+  "started_at": "2026-05-19T15:41:17.572364+00:00",
+  "ended_at": "2026-05-19T15:41:38.612101+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c17_888ae650889c9365",
+    "problem_id": "v2p_c17_dff5e198aa0ffa93",
+    "dataset_id": "c17",
+    "template_id": "tpl_m4_quantile_tail_slice",
+    "template_name": "Quantile Tail Slice",
+    "family_id": "tail_rarity_structure",
+    "canonical_subitem_id": "tail_set_consistency",
+    "intended_facet_id": "low_support_extremes",
+    "variant_semantic_role": "rare_extreme_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=release_year.",
+    "bindings": {
+      "measure_col": "release_year",
+      "top_k": 11,
+      "top_n": 4,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 2019.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "WITH buckets AS (\n    SELECT {measure_col},\n           NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n    FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;",
+    "notes": [
+      "default_facets=low_support_extremes",
+      "template_selection_mode=rule",
+      "problem_index_within_template=2",
+      "sql_variant_index=1/1",
+      "binding_index=61"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 6,
+    "problem_index_within_template": 2,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_888ae650889c9365.sql",
+  "usage_summary": {
+    "dataset_id": "c17",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c17_888ae650889c9365",
+    "api_calls": 0,
+    "input_tokens": 14700,
+    "cached_input_tokens": 13696,
+    "output_tokens": 959,
+    "total_tokens": 15659,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 21020.31,
+    "sql_execution_elapsed_ms_total": 13.13,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_888ae650889c9365/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_888ae650889c9365/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_888ae650889c9365/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..9659d73d187aaadd1910e1e5eba4dc373e2df4a6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_888ae650889c9365/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:41:38.597579+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 21020.31, "started_at": "2026-05-19T15:41:17.576457+00:00", "ended_at": "2026-05-19T15:41:38.596795+00:00", "prompt_metrics": {"chars": 9348, "bytes_utf8": 9350, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 629, "bytes_utf8": 629, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14700, "cached_input_tokens": 13696, "output_tokens": 959, "reasoning_output_tokens": 790}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n    SELECT CAST(\\\"release_year\\\" AS INTEGER) AS \\\"release_year\\\",\\n           NTILE(10) OVER (ORDER BY CAST(\\\"release_year\\\" AS INTEGER) DESC) AS \\\"tail_bucket\\\"\\n    FROM \\\"c17\\\"\\n    WHERE \\\"release_year\\\" IS NOT NULL\\n      AND TRIM(\\\"release_year\\\") <> ''\\n)\\nSELECT \\\"release_year\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"release_year\\\" DESC;\",\"notes\":\"Applied the Quantile Tail Slice template with 10 tiles on \\\"release_year\\\", casting it to INTEGER for correct numeric ordering and excluding null/blank values before bucketing.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_888ae650889c9365/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_888ae650889c9365/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..56ea9b51273b9e75c95c9ef711766b237acae6f1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_888ae650889c9365/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c17",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c17_888ae650889c9365",
+  "api_calls": 0,
+  "input_tokens": 14700,
+  "cached_input_tokens": 13696,
+  "output_tokens": 959,
+  "total_tokens": 15659,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 21020.31,
+  "sql_execution_elapsed_ms_total": 13.13,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_888ae650889c9365/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_90b7ee40d2492138/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_90b7ee40d2492138/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1a02083d0d768b27d0a7771b52172244bb47b8eb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_90b7ee40d2492138/final_answer.txt
@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"total_rows": 8807, "missing_rows": 0, "missing_rate": 0.0}]}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_90b7ee40d2492138/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_90b7ee40d2492138/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..823923868f44ca26365a2a8713a6902aecaac0cd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_90b7ee40d2492138/generated_sql.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: c17
+-- family_id: missingness_structure
+-- canonical_subitem_id: marginal_missing_rate_consistency
+-- intended_facet_id: missing_indicator_distribution
+-- variant_semantic_role: missing_indicator_view
+-- template_id: tpl_missing_marginal_rate_profile
+-- query_record_id: v2q_c17_90b7ee40d2492138
+-- problem_id: v2p_c17_705391b08b645e45
+-- realization_mode: deterministic
+-- source_kind: deterministic
+SELECT
+    COUNT(*) AS total_rows,
+    SUM(CASE WHEN "director" IS NULL THEN 1 ELSE 0 END) AS missing_rows,
+    AVG(CASE WHEN "director" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate
+FROM "c17";
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_90b7ee40d2492138/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_90b7ee40d2492138/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..b6003aaf5fe25b212935f57112cf6b666dcc67fe
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_90b7ee40d2492138/query_results.jsonl
@@ -0,0 +1 @@
+{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_b\n-- sql_source_dataset_id: c17\n-- family_id: missingness_structure\n-- canonical_subitem_id: marginal_missing_rate_consistency\n-- intended_facet_id: missing_indicator_distribution\n-- variant_semantic_role: missing_indicator_view\n-- template_id: tpl_missing_marginal_rate_profile\n-- query_record_id: v2q_c17_90b7ee40d2492138\n-- problem_id: v2p_c17_705391b08b645e45\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n    COUNT(*) AS total_rows,\n    SUM(CASE WHEN \"director\" IS NULL THEN 1 ELSE 0 END) AS missing_rows,\n    AVG(CASE WHEN \"director\" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate\nFROM \"c17\";", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_b\\n-- sql_source_dataset_id: c17\\n-- family_id: missingness_structure\\n-- canonical_subitem_id: marginal_missing_rate_consistency\\n-- intended_facet_id: missing_indicator_distribution\\n-- variant_semantic_role: missing_indicator_view\\n-- template_id: tpl_missing_marginal_rate_profile\\n-- query_record_id: v2q_c17_90b7ee40d2492138\\n-- problem_id: v2p_c17_705391b08b645e45\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n    COUNT(*) AS total_rows,\\n    SUM(CASE WHEN \\\"director\\\" IS NULL THEN 1 ELSE 0 END) AS missing_rows,\\n    AVG(CASE WHEN \\\"director\\\" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate\\nFROM \\\"c17\\\";\", \"columns\": [\"total_rows\", \"missing_rows\", \"missing_rate\"], \"rows\": [{\"total_rows\": 8807, \"missing_rows\": 0, \"missing_rate\": 0.0}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.14}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_90b7ee40d2492138/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_90b7ee40d2492138/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..3fa5e6d715e13c0e993f4d6b0fbcd6b74c756e25
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_90b7ee40d2492138/run_manifest.json
@@ -0,0 +1,57 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "c17",
+  "started_at": "2026-05-19T16:03:15.295695+00:00",
+  "ended_at": "2026-05-19T16:03:15.299826+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c17_90b7ee40d2492138",
+    "problem_id": "v2p_c17_705391b08b645e45",
+    "dataset_id": "c17",
+    "template_id": "tpl_missing_marginal_rate_profile",
+    "template_name": "Marginal Missing Rate Profile",
+    "family_id": "missingness_structure",
+    "canonical_subitem_id": "marginal_missing_rate_consistency",
+    "intended_facet_id": "missing_indicator_distribution",
+    "variant_semantic_role": "missing_indicator_view",
+    "subitem_assignment_source": "template_fixed",
+    "source_kind": "deterministic",
+    "realization_mode": "deterministic",
+    "gate_priority": "deterministic",
+    "extended_family": false,
+    "question": "Use template Marginal Missing Rate Profile to probe marginal_missing_rate_consistency with semantic role missing_indicator_view. Focus on missing_col=director.",
+    "bindings": {
+      "missing_col": "director"
+    },
+    "binding_roles": [
+      "missing_col"
+    ],
+    "coverage_target_min": "enumerate_all_applicable",
+    "runtime_sql_skeleton": "SELECT\n    COUNT(*) AS total_rows,\n    SUM(CASE WHEN {missing_col} IS NULL THEN 1 ELSE 0 END) AS missing_rows,\n    AVG(CASE WHEN {missing_col} IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate\nFROM {table};",
+    "notes": [
+      "default_facets=missing_indicator_distribution",
+      "template_selection_mode=deterministic",
+      "problem_index_within_template=1",
+      "sql_variant_index=1/1"
+    ],
+    "template_selection_mode": "deterministic",
+    "selected_template_rank": 0,
+    "problem_index_within_template": 1,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_90b7ee40d2492138.sql",
+  "usage_summary": {
+    "engine": "template",
+    "input_tokens": 0,
+    "cached_input_tokens": 0,
+    "output_tokens": 0,
+    "total_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "none"
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_90b7ee40d2492138/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_90b7ee40d2492138/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_90b7ee40d2492138/usage_summary.json
@@ -0,0 +1,9 @@
+{
+  "engine": "template",
+  "input_tokens": 0,
+  "cached_input_tokens": 0,
+  "output_tokens": 0,
+  "total_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "none"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9d11d9b047e510ae/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9d11d9b047e510ae/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6f55f187ff5913d3066b180905dc0b55c577f53a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9d11d9b047e510ae/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=rating, measure_col=release_year.
+Result preview: [{"rating": "TV-Y", "avg_measure": 2017.1596091205213}, {"rating": "74 min", "avg_measure": 2017.0}, {"rating": "TV-MA", "avg_measure": 2016.6616775802931}, {"rating": "TV-G", "avg_measure": 2015.7454545454545}, {"rating": "TV-Y7", "avg_measure": 2015.508982035928}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9d11d9b047e510ae/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9d11d9b047e510ae/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..82d3e39c73e4e51c4d45864d1ba477ab077065db
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9d11d9b047e510ae/generated_sql.sql
@@ -0,0 +1,22 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: c17
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: slice_level_consistency
+-- intended_facet_id: conditional_interaction_hotspots
+-- variant_semantic_role: ranked_signal_view
+-- template_id: tpl_m4_window_partition_avg
+-- query_record_id: v2q_c17_9d11d9b047e510ae
+-- problem_id: v2p_c17_4fd170232985edb7
+-- realization_mode: agent
+-- source_kind: agent
+SELECT DISTINCT
+  "rating",
+  AVG(CAST("release_year" AS REAL)) OVER (PARTITION BY "rating") AS "avg_measure"
+FROM "c17"
+WHERE "rating" IS NOT NULL
+  AND "rating" <> ''
+  AND "release_year" IS NOT NULL
+  AND "release_year" <> ''
+ORDER BY "avg_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9d11d9b047e510ae/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9d11d9b047e510ae/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..9c612c5cc504cae9fc60c17b11343243086eb746
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9d11d9b047e510ae/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT\n  \"rating\",\n  AVG(CAST(\"release_year\" AS REAL)) OVER (PARTITION BY \"rating\") AS \"avg_measure\"\nFROM \"c17\"\nWHERE \"rating\" IS NOT NULL\n  AND \"rating\" <> ''\n  AND \"release_year\" IS NOT NULL\n  AND \"release_year\" <> ''\nORDER BY \"avg_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT\\n  \\\"rating\\\",\\n  AVG(CAST(\\\"release_year\\\" AS REAL)) OVER (PARTITION BY \\\"rating\\\") AS \\\"avg_measure\\\"\\nFROM \\\"c17\\\"\\nWHERE \\\"rating\\\" IS NOT NULL\\n  AND \\\"rating\\\" <> ''\\n  AND \\\"release_year\\\" IS NOT NULL\\n  AND \\\"release_year\\\" <> ''\\nORDER BY \\\"avg_measure\\\" DESC;\", \"columns\": [\"rating\", \"avg_measure\"], \"rows\": [{\"rating\": \"TV-Y\", \"avg_measure\": 2017.1596091205213}, {\"rating\": \"74 min\", \"avg_measure\": 2017.0}, {\"rating\": \"TV-MA\", \"avg_measure\": 2016.6616775802931}, {\"rating\": \"TV-G\", \"avg_measure\": 2015.7454545454545}, {\"rating\": \"TV-Y7\", \"avg_measure\": 2015.508982035928}, {\"rating\": \"66 min\", \"avg_measure\": 2015.0}, {\"rating\": \"NC-17\", \"avg_measure\": 2015.0}, {\"rating\": \"TV-Y7-FV\", \"avg_measure\": 2014.8333333333333}, {\"rating\": \"TV-14\", \"avg_measure\": 2013.6555555555556}, {\"rating\": \"TV-PG\", \"avg_measure\": 2013.529548088065}, {\"rating\": \"NR\", \"avg_measure\": 2010.9125}, {\"rating\": \"R\", \"avg_measure\": 2010.4718397997497}, {\"rating\": \"84 min\", \"avg_measure\": 2010.0}, {\"rating\": \"PG-13\", \"avg_measure\": 2009.3142857142857}, {\"rating\": \"PG\", \"avg_measure\": 2008.4285714285713}, {\"rating\": \"UR\", \"avg_measure\": 1999.3333333333333}, {\"rating\": \"G\", \"avg_measure\": 1997.8048780487804}], \"row_count_returned\": 17, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 19.99}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9d11d9b047e510ae/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9d11d9b047e510ae/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..1acb81fb3e42c7aebad7b827ade9580118610354
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9d11d9b047e510ae/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "c17",
+  "started_at": "2026-05-19T16:03:06.341677+00:00",
+  "ended_at": "2026-05-19T16:03:15.295004+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c17_9d11d9b047e510ae",
+    "problem_id": "v2p_c17_4fd170232985edb7",
+    "dataset_id": "c17",
+    "template_id": "tpl_m4_window_partition_avg",
+    "template_name": "Window Partition Average",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "slice_level_consistency",
+    "intended_facet_id": "conditional_interaction_hotspots",
+    "variant_semantic_role": "ranked_signal_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=rating, measure_col=release_year.",
+    "bindings": {
+      "group_col": "rating",
+      "measure_col": "release_year",
+      "top_k": 18,
+      "top_n": 6,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.05,
+      "baseline_multiplier": 1.75,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 4,
+      "measure_threshold": 2018.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;",
+    "notes": [
+      "default_facets=conditional_interaction_hotspots",
+      "template_selection_mode=rule",
+      "problem_index_within_template=7",
+      "sql_variant_index=2/2",
+      "binding_index=138"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 12,
+    "problem_index_within_template": 7,
+    "sql_variant_index": 2,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_9d11d9b047e510ae.sql",
+  "usage_summary": {
+    "dataset_id": "c17",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c17_9d11d9b047e510ae",
+    "api_calls": 0,
+    "input_tokens": 14656,
+    "cached_input_tokens": 13696,
+    "output_tokens": 373,
+    "total_tokens": 15029,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 8927.86,
+    "sql_execution_elapsed_ms_total": 19.99,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9d11d9b047e510ae/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9d11d9b047e510ae/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9d11d9b047e510ae/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..58f5b65d8c15754cc0cc50c256dda0097d10e778
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9d11d9b047e510ae/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T16:03:15.272653+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 8927.86, "started_at": "2026-05-19T16:03:06.343962+00:00", "ended_at": "2026-05-19T16:03:15.271851+00:00", "prompt_metrics": {"chars": 9259, "bytes_utf8": 9261, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 601, "bytes_utf8": 601, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14656, "cached_input_tokens": 13696, "output_tokens": 373, "reasoning_output_tokens": 215}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT\\n  \\\"rating\\\",\\n  AVG(CAST(\\\"release_year\\\" AS REAL)) OVER (PARTITION BY \\\"rating\\\") AS \\\"avg_measure\\\"\\nFROM \\\"c17\\\"\\nWHERE \\\"rating\\\" IS NOT NULL\\n  AND \\\"rating\\\" <> ''\\n  AND \\\"release_year\\\" IS NOT NULL\\n  AND \\\"release_year\\\" <> ''\\nORDER BY \\\"avg_measure\\\" DESC;\",\"notes\":\"Used the requested Window Partition Average template with group_col=\\\"rating\\\" and measure_col=\\\"release_year\\\". CAST was added because \\\"release_year\\\" is stored as TEXT in the schema, and blank/null values are excluded to avoid skewing the average.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9d11d9b047e510ae/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9d11d9b047e510ae/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..f4847d6ef0cb15ccb99b9450d42852bbec1a17f4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9d11d9b047e510ae/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c17",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c17_9d11d9b047e510ae",
+  "api_calls": 0,
+  "input_tokens": 14656,
+  "cached_input_tokens": 13696,
+  "output_tokens": 373,
+  "total_tokens": 15029,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 8927.86,
+  "sql_execution_elapsed_ms_total": 19.99,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_9d11d9b047e510ae/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a07ae567f2edfcf6/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a07ae567f2edfcf6/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c67a8c6cd7f26ac091f0f1b7e389c536e335fb8c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a07ae567f2edfcf6/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=release_year, condition_col=type.
+Result preview: [{"release_year": "1925", "condition_rate": 1.0}, {"release_year": "2021", "condition_rate": 0.5320945945945946}, {"release_year": "1963", "condition_rate": 0.5}, {"release_year": "1946", "condition_rate": 0.5}, {"release_year": "2020", "condition_rate": 0.45750262329485836}] Results were truncated.
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a07ae567f2edfcf6/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a07ae567f2edfcf6/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..8eaf59197f48a156ed6f843718f3dad3fb2dc26e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a07ae567f2edfcf6/generated_sql.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: c17
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: direction_consistency
+-- intended_facet_id: conditional_rate_shift
+-- variant_semantic_role: within_group_proportion
+-- template_id: tpl_m4_group_condition_rate
+-- query_record_id: v2q_c17_a07ae567f2edfcf6
+-- problem_id: v2p_c17_fba4d99e315942bb
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "release_year",
+       AVG(CASE WHEN "type" = 'TV Show' THEN 1 ELSE 0 END) AS condition_rate
+FROM "c17"
+GROUP BY "release_year"
+ORDER BY condition_rate DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a07ae567f2edfcf6/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a07ae567f2edfcf6/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..8f60e58a57ac27950889ccd0c0abf9e8ca6e4d3f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a07ae567f2edfcf6/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate.\nSELECT \"release_year\",\n       AVG(CASE WHEN \"type\" = 'TV Show' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c17\"\nGROUP BY \"release_year\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate.\\nSELECT \\\"release_year\\\",\\n       AVG(CASE WHEN \\\"type\\\" = 'TV Show' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c17\\\"\\nGROUP BY \\\"release_year\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"release_year\", \"condition_rate\"], \"rows\": [{\"release_year\": \"1925\", \"condition_rate\": 1.0}, {\"release_year\": \"2021\", \"condition_rate\": 0.5320945945945946}, {\"release_year\": \"1963\", \"condition_rate\": 0.5}, {\"release_year\": \"1946\", \"condition_rate\": 0.5}, {\"release_year\": \"2020\", \"condition_rate\": 0.45750262329485836}, {\"release_year\": \"2019\", \"condition_rate\": 0.38543689320388347}, {\"release_year\": \"2018\", \"condition_rate\": 0.33129904097646035}, {\"release_year\": \"2015\", \"condition_rate\": 0.2892857142857143}, {\"release_year\": \"2016\", \"condition_rate\": 0.270509977827051}, {\"release_year\": \"2012\", \"condition_rate\": 0.270042194092827}, {\"release_year\": \"2017\", \"condition_rate\": 0.2567829457364341}, {\"release_year\": \"2014\", \"condition_rate\": 0.25}, {\"release_year\": \"1945\", \"condition_rate\": 0.25}, {\"release_year\": \"2009\", \"condition_rate\": 0.2236842105263158}, {\"release_year\": \"2013\", \"condition_rate\": 0.21875}, {\"release_year\": \"2011\", \"condition_rate\": 0.21621621621621623}, {\"release_year\": \"2010\", \"condition_rate\": 0.20618556701030927}, {\"release_year\": \"1972\", \"condition_rate\": 0.2}, {\"release_year\": \"1967\", \"condition_rate\": 0.2}, {\"release_year\": \"1999\", \"condition_rate\": 0.1794871794871795}, {\"release_year\": \"2008\", \"condition_rate\": 0.16911764705882354}, {\"release_year\": \"2003\", \"condition_rate\": 0.16393442622950818}, {\"release_year\": \"2005\", \"condition_rate\": 0.1625}, {\"release_year\": \"2007\", \"condition_rate\": 0.1590909090909091}, {\"release_year\": \"1986\", \"condition_rate\": 0.15384615384615385}, {\"release_year\": \"2006\", \"condition_rate\": 0.14583333333333334}, {\"release_year\": \"1993\", \"condition_rate\": 0.14285714285714285}, {\"release_year\": \"1977\", \"condition_rate\": 0.14285714285714285}, {\"release_year\": \"1974\", \"condition_rate\": 0.14285714285714285}, {\"release_year\": \"2004\", \"condition_rate\": 0.140625}, {\"release_year\": \"2002\", \"condition_rate\": 0.13725490196078433}, {\"release_year\": \"1990\", \"condition_rate\": 0.13636363636363635}, {\"release_year\": \"1992\", \"condition_rate\": 0.13043478260869565}, {\"release_year\": \"1996\", \"condition_rate\": 0.125}, {\"release_year\": \"2001\", \"condition_rate\": 0.1111111111111111}, {\"release_year\": \"1998\", \"condition_rate\": 0.1111111111111111}, {\"release_year\": \"1988\", \"condition_rate\": 0.1111111111111111}, {\"release_year\": \"2000\", \"condition_rate\": 0.10810810810810811}, {\"release_year\": \"1997\", \"condition_rate\": 0.10526315789473684}, {\"release_year\": \"1985\", \"condition_rate\": 0.1}, {\"release_year\": \"1994\", \"condition_rate\": 0.09090909090909091}, {\"release_year\": \"1979\", \"condition_rate\": 0.09090909090909091}, {\"release_year\": \"1995\", \"condition_rate\": 0.08}, {\"release_year\": \"1981\", \"condition_rate\": 0.07692307692307693}, {\"release_year\": \"1989\", \"condition_rate\": 0.0625}, {\"release_year\": \"1991\", \"condition_rate\": 0.058823529411764705}, {\"release_year\": \"1987\", \"condition_rate\": 0.0}, {\"release_year\": \"1984\", \"condition_rate\": 0.0}, {\"release_year\": \"1983\", \"condition_rate\": 0.0}, {\"release_year\": \"1982\", \"condition_rate\": 0.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 10.19}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a07ae567f2edfcf6/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a07ae567f2edfcf6/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..75c9b3547e7b3ce175165f01d1d68295462a53eb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a07ae567f2edfcf6/run_manifest.json
@@ -0,0 +1,92 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "c17",
+  "started_at": "2026-05-19T15:54:38.328067+00:00",
+  "ended_at": "2026-05-19T15:54:48.849268+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c17_a07ae567f2edfcf6",
+    "problem_id": "v2p_c17_fba4d99e315942bb",
+    "dataset_id": "c17",
+    "template_id": "tpl_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "direction_consistency",
+    "intended_facet_id": "conditional_rate_shift",
+    "variant_semantic_role": "within_group_proportion",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=release_year, condition_col=type.",
+    "bindings": {
+      "group_col": "release_year",
+      "condition_col": "type",
+      "condition_value": "TV Show",
+      "positive_value": "Movie",
+      "negative_value": "TV Show",
+      "top_k": 17,
+      "top_n": 5,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.05,
+      "baseline_multiplier": 1.75,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 4,
+      "measure_threshold": 2019.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "condition_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+    "notes": [
+      "default_facets=conditional_rate_shift",
+      "template_selection_mode=rule",
+      "problem_index_within_template=2",
+      "sql_variant_index=2/2",
+      "binding_index=97"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 9,
+    "problem_index_within_template": 2,
+    "sql_variant_index": 2,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_a07ae567f2edfcf6.sql",
+  "usage_summary": {
+    "dataset_id": "c17",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c17_a07ae567f2edfcf6",
+    "api_calls": 0,
+    "input_tokens": 14709,
+    "cached_input_tokens": 12032,
+    "output_tokens": 450,
+    "total_tokens": 15159,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 10501.64,
+    "sql_execution_elapsed_ms_total": 10.19,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a07ae567f2edfcf6/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a07ae567f2edfcf6/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a07ae567f2edfcf6/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..762420bd126bfb734f5f9d1e21faa1856b2cab9e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a07ae567f2edfcf6/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:54:48.836077+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10501.64, "started_at": "2026-05-19T15:54:38.332862+00:00", "ended_at": "2026-05-19T15:54:48.834537+00:00", "prompt_metrics": {"chars": 9429, "bytes_utf8": 9431, "lines": 243, "estimated_tokens": null}, "response_metrics": {"chars": 413, "bytes_utf8": 413, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14709, "cached_input_tokens": 12032, "output_tokens": 450, "reasoning_output_tokens": 339}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_condition_rate.\\nSELECT \\\"release_year\\\",\\n       AVG(CASE WHEN \\\"type\\\" = 'TV Show' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c17\\\"\\nGROUP BY \\\"release_year\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the Grouped Condition Rate template with group_col=\\\"release_year\\\" and condition_col=\\\"type\\\" to compute the within-year proportion of rows where type is 'TV Show'.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a07ae567f2edfcf6/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a07ae567f2edfcf6/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..7ac906dc78495b34b300f701876ab853a768c5ff
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a07ae567f2edfcf6/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c17",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c17_a07ae567f2edfcf6",
+  "api_calls": 0,
+  "input_tokens": 14709,
+  "cached_input_tokens": 12032,
+  "output_tokens": 450,
+  "total_tokens": 15159,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 10501.64,
+  "sql_execution_elapsed_ms_total": 10.19,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a07ae567f2edfcf6/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a3c23b6882a97a7b/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a3c23b6882a97a7b/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5cb754049483b0445681fb1d3e69042a95922095
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a3c23b6882a97a7b/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=duration, measure_col=release_year.
+Result preview: [{"duration": "1 Season", "group_value": 3615738}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a3c23b6882a97a7b/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a3c23b6882a97a7b/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..a2edfa845ed06af6c6c9d3570b1340ee06d9c1f9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a3c23b6882a97a7b/generated_sql.sql
@@ -0,0 +1,33 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: c17
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_mass_similarity
+-- intended_facet_id: tail_ranked_signal
+-- variant_semantic_role: filtered_stable_view
+-- template_id: tpl_tpch_relative_total_threshold
+-- query_record_id: v2q_c17_a3c23b6882a97a7b
+-- problem_id: v2p_c17_a76574f0594fae2d
+-- realization_mode: agent
+-- source_kind: agent
+WITH "grouped" AS (
+  SELECT
+    "duration",
+    SUM(CAST("release_year" AS INTEGER)) AS "group_value"
+  FROM "c17"
+  WHERE "duration" IS NOT NULL
+    AND "duration" <> ''
+    AND "release_year" IS NOT NULL
+    AND "release_year" <> ''
+  GROUP BY "duration"
+),
+"total" AS (
+  SELECT SUM("group_value") AS "total_value"
+  FROM "grouped"
+)
+SELECT g."duration", g."group_value"
+FROM "grouped" AS g
+CROSS JOIN "total" AS t
+WHERE g."group_value" > t."total_value" * 0.1
+ORDER BY g."group_value" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a3c23b6882a97a7b/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a3c23b6882a97a7b/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..48ebb0b85d9aabf8ef2781f146ca67c0998f742c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a3c23b6882a97a7b/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_relative_total_threshold\nWITH \"grouped\" AS (\n  SELECT\n    \"duration\",\n    SUM(CAST(\"release_year\" AS INTEGER)) AS \"group_value\"\n  FROM \"c17\"\n  WHERE \"duration\" IS NOT NULL\n    AND \"duration\" <> ''\n    AND \"release_year\" IS NOT NULL\n    AND \"release_year\" <> ''\n  GROUP BY \"duration\"\n),\n\"total\" AS (\n  SELECT SUM(\"group_value\") AS \"total_value\"\n  FROM \"grouped\"\n)\nSELECT g.\"duration\", g.\"group_value\"\nFROM \"grouped\" AS g\nCROSS JOIN \"total\" AS t\nWHERE g.\"group_value\" > t.\"total_value\" * 0.1\nORDER BY g.\"group_value\" DESC;", "result": "{\"query\": \"-- template_id: tpl_tpch_relative_total_threshold\\nWITH \\\"grouped\\\" AS (\\n  SELECT\\n    \\\"duration\\\",\\n    SUM(CAST(\\\"release_year\\\" AS INTEGER)) AS \\\"group_value\\\"\\n  FROM \\\"c17\\\"\\n  WHERE \\\"duration\\\" IS NOT NULL\\n    AND \\\"duration\\\" <> ''\\n    AND \\\"release_year\\\" IS NOT NULL\\n    AND \\\"release_year\\\" <> ''\\n  GROUP BY \\\"duration\\\"\\n),\\n\\\"total\\\" AS (\\n  SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n  FROM \\\"grouped\\\"\\n)\\nSELECT g.\\\"duration\\\", g.\\\"group_value\\\"\\nFROM \\\"grouped\\\" AS g\\nCROSS JOIN \\\"total\\\" AS t\\nWHERE g.\\\"group_value\\\" > t.\\\"total_value\\\" * 0.1\\nORDER BY g.\\\"group_value\\\" DESC;\", \"columns\": [\"duration\", \"group_value\"], \"rows\": [{\"duration\": \"1 Season\", \"group_value\": 3615738}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.24}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a3c23b6882a97a7b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a3c23b6882a97a7b/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..bc68d94f50829081864c8c71ae603eb6dc2f9ee4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a3c23b6882a97a7b/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "c17",
+  "started_at": "2026-05-19T15:44:33.189616+00:00",
+  "ended_at": "2026-05-19T15:44:49.557289+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c17_a3c23b6882a97a7b",
+    "problem_id": "v2p_c17_a76574f0594fae2d",
+    "dataset_id": "c17",
+    "template_id": "tpl_tpch_relative_total_threshold",
+    "template_name": "Relative-to-Total Extreme Threshold",
+    "family_id": "tail_rarity_structure",
+    "canonical_subitem_id": "tail_mass_similarity",
+    "intended_facet_id": "tail_ranked_signal",
+    "variant_semantic_role": "filtered_stable_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=duration, measure_col=release_year.",
+    "bindings": {
+      "group_col": "duration",
+      "measure_col": "release_year",
+      "top_k": 10,
+      "top_n": 6,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 2019.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col}, SUM({measure_col}) AS group_value\n    FROM {table}\n    GROUP BY {group_col}\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;",
+    "notes": [
+      "default_facets=tail_ranked_signal",
+      "template_selection_mode=rule",
+      "problem_index_within_template=4",
+      "sql_variant_index=1/2",
+      "binding_index=75"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 7,
+    "problem_index_within_template": 4,
+    "sql_variant_index": 1,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_a3c23b6882a97a7b.sql",
+  "usage_summary": {
+    "dataset_id": "c17",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c17_a3c23b6882a97a7b",
+    "api_calls": 0,
+    "input_tokens": 14783,
+    "cached_input_tokens": 12032,
+    "output_tokens": 952,
+    "total_tokens": 15735,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 16350.36,
+    "sql_execution_elapsed_ms_total": 9.24,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a3c23b6882a97a7b/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a3c23b6882a97a7b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a3c23b6882a97a7b/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..df4a882dc467a59f139f428cce3be0eba9b7b66a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a3c23b6882a97a7b/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:44:49.544179+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16350.36, "started_at": "2026-05-19T15:44:33.192858+00:00", "ended_at": "2026-05-19T15:44:49.543258+00:00", "prompt_metrics": {"chars": 9733, "bytes_utf8": 9735, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 887, "bytes_utf8": 887, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14783, "cached_input_tokens": 12032, "output_tokens": 952, "reasoning_output_tokens": 704}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH \\\"grouped\\\" AS (\\n  SELECT\\n    \\\"duration\\\",\\n    SUM(CAST(\\\"release_year\\\" AS INTEGER)) AS \\\"group_value\\\"\\n  FROM \\\"c17\\\"\\n  WHERE \\\"duration\\\" IS NOT NULL\\n    AND \\\"duration\\\" <> ''\\n    AND \\\"release_year\\\" IS NOT NULL\\n    AND \\\"release_year\\\" <> ''\\n  GROUP BY \\\"duration\\\"\\n),\\n\\\"total\\\" AS (\\n  SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n  FROM \\\"grouped\\\"\\n)\\nSELECT g.\\\"duration\\\", g.\\\"group_value\\\"\\nFROM \\\"grouped\\\" AS g\\nCROSS JOIN \\\"total\\\" AS t\\nWHERE g.\\\"group_value\\\" > t.\\\"total_value\\\" * 0.1\\nORDER BY g.\\\"group_value\\\" DESC;\",\"notes\":\"Uses the requested template with \\\"duration\\\" as the grouping column and sums CAST(\\\"release_year\\\" AS INTEGER) because the schema stores it as TEXT. NULL and empty values for \\\"duration\\\" and \\\"release_year\\\" are filtered out to keep the grouped view stable.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a3c23b6882a97a7b/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a3c23b6882a97a7b/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..5635dab811f9558723d669f9c1c24fbd91de2f7c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a3c23b6882a97a7b/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c17",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c17_a3c23b6882a97a7b",
+  "api_calls": 0,
+  "input_tokens": 14783,
+  "cached_input_tokens": 12032,
+  "output_tokens": 952,
+  "total_tokens": 15735,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 16350.36,
+  "sql_execution_elapsed_ms_total": 9.24,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_a3c23b6882a97a7b/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b240a22a8506590a/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b240a22a8506590a/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cc65ff76cbe302403afd08ddd096b3f79284b7ab
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b240a22a8506590a/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=type, measure_col=release_year.
+Result preview: [{"type": "Movie", "total_measure": 12342448}, {"type": "TV Show", "total_measure": 5396437}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b240a22a8506590a/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b240a22a8506590a/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..a62838ebcb91611c26c02aeb3a2471d3ebcf3d5d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b240a22a8506590a/generated_sql.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: c17
+-- family_id: subgroup_structure
+-- canonical_subitem_id: internal_profile_stability
+-- intended_facet_id: subgroup_rank_order
+-- variant_semantic_role: collapsed_target_view
+-- template_id: tpl_h2o_group_sum
+-- query_record_id: v2q_c17_b240a22a8506590a
+-- problem_id: v2p_c17_96187ebd1773de04
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "type", SUM(CAST("release_year" AS INTEGER)) AS "total_measure"
+FROM "c17"
+GROUP BY "type"
+ORDER BY "total_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b240a22a8506590a/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b240a22a8506590a/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..174e4bf10be367cfc67e5a9015d88ab7ceff9ddb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b240a22a8506590a/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_group_sum\nSELECT \"type\", SUM(CAST(\"release_year\" AS INTEGER)) AS \"total_measure\"\nFROM \"c17\"\nGROUP BY \"type\"\nORDER BY \"total_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"type\\\", SUM(CAST(\\\"release_year\\\" AS INTEGER)) AS \\\"total_measure\\\"\\nFROM \\\"c17\\\"\\nGROUP BY \\\"type\\\"\\nORDER BY \\\"total_measure\\\" DESC;\", \"columns\": [\"type\", \"total_measure\"], \"rows\": [{\"type\": \"Movie\", \"total_measure\": 12342448}, {\"type\": \"TV Show\", \"total_measure\": 5396437}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.37}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b240a22a8506590a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b240a22a8506590a/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..bc6fff621cc7d1f45f6e98dd7e9bc5f46851d94d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b240a22a8506590a/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "c17",
+  "started_at": "2026-05-19T15:29:39.482844+00:00",
+  "ended_at": "2026-05-19T15:29:50.223214+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c17_b240a22a8506590a",
+    "problem_id": "v2p_c17_96187ebd1773de04",
+    "dataset_id": "c17",
+    "template_id": "tpl_h2o_group_sum",
+    "template_name": "Grouped Numeric Sum",
+    "family_id": "subgroup_structure",
+    "canonical_subitem_id": "internal_profile_stability",
+    "intended_facet_id": "subgroup_rank_order",
+    "variant_semantic_role": "collapsed_target_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=type, measure_col=release_year.",
+    "bindings": {
+      "group_col": "type",
+      "measure_col": "release_year",
+      "top_k": 14,
+      "top_n": 3,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 2019.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;",
+    "notes": [
+      "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast",
+      "template_selection_mode=rule",
+      "problem_index_within_template=5",
+      "sql_variant_index=1/2",
+      "binding_index=4"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 1,
+    "problem_index_within_template": 5,
+    "sql_variant_index": 1,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_b240a22a8506590a.sql",
+  "usage_summary": {
+    "dataset_id": "c17",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c17_b240a22a8506590a",
+    "api_calls": 0,
+    "input_tokens": 14645,
+    "cached_input_tokens": 12032,
+    "output_tokens": 258,
+    "total_tokens": 14903,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 10730.42,
+    "sql_execution_elapsed_ms_total": 5.37,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b240a22a8506590a/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b240a22a8506590a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b240a22a8506590a/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..c0610d320f6ef1427a2c89612fc811531af889a0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b240a22a8506590a/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:29:50.216367+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10730.42, "started_at": "2026-05-19T15:29:39.485042+00:00", "ended_at": "2026-05-19T15:29:50.215486+00:00", "prompt_metrics": {"chars": 9170, "bytes_utf8": 9172, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 364, "bytes_utf8": 364, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14645, "cached_input_tokens": 12032, "output_tokens": 258, "reasoning_output_tokens": 158}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"type\\\", SUM(CAST(\\\"release_year\\\" AS INTEGER)) AS \\\"total_measure\\\"\\nFROM \\\"c17\\\"\\nGROUP BY \\\"type\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Used the provided grouped-sum template with group_col=\\\"type\\\" and measure_col=\\\"release_year\\\". Cast \\\"release_year\\\" from TEXT to INTEGER for a numeric SQLite SUM.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b240a22a8506590a/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b240a22a8506590a/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..bf8bde24e77393134b3ed901064147cb42902bab
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b240a22a8506590a/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c17",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c17_b240a22a8506590a",
+  "api_calls": 0,
+  "input_tokens": 14645,
+  "cached_input_tokens": 12032,
+  "output_tokens": 258,
+  "total_tokens": 14903,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 10730.42,
+  "sql_execution_elapsed_ms_total": 5.37,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b240a22a8506590a/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b6acad91f8cddd28/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b6acad91f8cddd28/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0872925136fb9eae3d8ef28f0e469dbcfd5d7894
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b6acad91f8cddd28/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=duration, measure_col=release_year.
+Result preview: [{"duration": "1 Season", "percentile_measure": 2021.0}, {"duration": "138 min", "percentile_measure": 2021}, {"duration": "2 Seasons", "percentile_measure": 2021.0}, {"duration": "3 Seasons", "percentile_measure": 2021.0}, {"duration": "32 min", "percentile_measure": 2021.0}] Results were truncated.
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b6acad91f8cddd28/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b6acad91f8cddd28/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..b854c0f0e8817ab6abaf26ec1c327a09c7add561
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b6acad91f8cddd28/generated_sql.sql
@@ -0,0 +1,73 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: c17
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_concentration_consistency
+-- intended_facet_id: rare_target_concentration
+-- variant_semantic_role: ranked_signal_view
+-- template_id: tpl_grouped_percentile_point
+-- query_record_id: v2q_c17_b6acad91f8cddd28
+-- problem_id: v2p_c17_8504cb818dcb2154
+-- realization_mode: agent
+-- source_kind: agent
+WITH "base" AS (
+  SELECT
+    "duration",
+    CAST("release_year" AS INTEGER) AS "release_year_num"
+  FROM "c17"
+  WHERE "duration" IS NOT NULL
+    AND "duration" <> ''
+    AND "release_year" IS NOT NULL
+    AND "release_year" <> ''
+),
+"ordered" AS (
+  SELECT
+    "duration",
+    "release_year_num",
+    ROW_NUMBER() OVER (
+      PARTITION BY "duration"
+      ORDER BY "release_year_num"
+    ) AS "rn",
+    COUNT(*) OVER (
+      PARTITION BY "duration"
+    ) AS "n"
+  FROM "base"
+),
+"params" AS (
+  SELECT DISTINCT
+    "duration",
+    "n",
+    (1.0 + (0.9 * ("n" - 1))) AS "target_pos",
+    CAST(1.0 + (0.9 * ("n" - 1)) AS INTEGER) AS "lower_rn",
+    CASE
+      WHEN (1.0 + (0.9 * ("n" - 1))) = CAST(1.0 + (0.9 * ("n" - 1)) AS INTEGER)
+        THEN CAST(1.0 + (0.9 * ("n" - 1)) AS INTEGER)
+      ELSE CAST(1.0 + (0.9 * ("n" - 1)) AS INTEGER) + 1
+    END AS "upper_rn"
+  FROM "ordered"
+  WHERE "n" >= 5
+)
+SELECT
+  o."duration",
+  CASE
+    WHEN p."lower_rn" = p."upper_rn" THEN
+      MAX(CASE WHEN o."rn" = p."lower_rn" THEN o."release_year_num" END)
+    ELSE
+      MAX(CASE WHEN o."rn" = p."lower_rn" THEN o."release_year_num" END) +
+      (
+        p."target_pos" - p."lower_rn"
+      ) * (
+        MAX(CASE WHEN o."rn" = p."upper_rn" THEN o."release_year_num" END) -
+        MAX(CASE WHEN o."rn" = p."lower_rn" THEN o."release_year_num" END)
+      )
+  END AS "percentile_measure"
+FROM "ordered" AS o
+JOIN "params" AS p
+  ON o."duration" = p."duration"
+GROUP BY
+  o."duration",
+  p."target_pos",
+  p."lower_rn",
+  p."upper_rn"
+ORDER BY "percentile_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b6acad91f8cddd28/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b6acad91f8cddd28/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..733a01b0010b147abe2bde1cb20fa0897095707d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b6acad91f8cddd28/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"base\" AS (\n  SELECT\n    \"duration\",\n    CAST(\"release_year\" AS INTEGER) AS \"release_year_num\"\n  FROM \"c17\"\n  WHERE \"duration\" IS NOT NULL\n    AND \"duration\" <> ''\n    AND \"release_year\" IS NOT NULL\n    AND \"release_year\" <> ''\n),\n\"ordered\" AS (\n  SELECT\n    \"duration\",\n    \"release_year_num\",\n    ROW_NUMBER() OVER (\n      PARTITION BY \"duration\"\n      ORDER BY \"release_year_num\"\n    ) AS \"rn\",\n    COUNT(*) OVER (\n      PARTITION BY \"duration\"\n    ) AS \"n\"\n  FROM \"base\"\n),\n\"params\" AS (\n  SELECT DISTINCT\n    \"duration\",\n    \"n\",\n    (1.0 + (0.9 * (\"n\" - 1))) AS \"target_pos\",\n    CAST(1.0 + (0.9 * (\"n\" - 1)) AS INTEGER) AS \"lower_rn\",\n    CASE\n      WHEN (1.0 + (0.9 * (\"n\" - 1))) = CAST(1.0 + (0.9 * (\"n\" - 1)) AS INTEGER)\n        THEN CAST(1.0 + (0.9 * (\"n\" - 1)) AS INTEGER)\n      ELSE CAST(1.0 + (0.9 * (\"n\" - 1)) AS INTEGER) + 1\n    END AS \"upper_rn\"\n  FROM \"ordered\"\n  WHERE \"n\" >= 5\n)\nSELECT\n  o.\"duration\",\n  CASE\n    WHEN p.\"lower_rn\" = p.\"upper_rn\" THEN\n      MAX(CASE WHEN o.\"rn\" = p.\"lower_rn\" THEN o.\"release_year_num\" END)\n    ELSE\n      MAX(CASE WHEN o.\"rn\" = p.\"lower_rn\" THEN o.\"release_year_num\" END) +\n      (\n        p.\"target_pos\" - p.\"lower_rn\"\n      ) * (\n        MAX(CASE WHEN o.\"rn\" = p.\"upper_rn\" THEN o.\"release_year_num\" END) -\n        MAX(CASE WHEN o.\"rn\" = p.\"lower_rn\" THEN o.\"release_year_num\" END)\n      )\n  END AS \"percentile_measure\"\nFROM \"ordered\" AS o\nJOIN \"params\" AS p\n  ON o.\"duration\" = p.\"duration\"\nGROUP BY\n  o.\"duration\",\n  p.\"target_pos\",\n  p.\"lower_rn\",\n  p.\"upper_rn\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"base\\\" AS (\\n  SELECT\\n    \\\"duration\\\",\\n    CAST(\\\"release_year\\\" AS INTEGER) AS \\\"release_year_num\\\"\\n  FROM \\\"c17\\\"\\n  WHERE \\\"duration\\\" IS NOT NULL\\n    AND \\\"duration\\\" <> ''\\n    AND \\\"release_year\\\" IS NOT NULL\\n    AND \\\"release_year\\\" <> ''\\n),\\n\\\"ordered\\\" AS (\\n  SELECT\\n    \\\"duration\\\",\\n    \\\"release_year_num\\\",\\n    ROW_NUMBER() OVER (\\n      PARTITION BY \\\"duration\\\"\\n      ORDER BY \\\"release_year_num\\\"\\n    ) AS \\\"rn\\\",\\n    COUNT(*) OVER (\\n      PARTITION BY \\\"duration\\\"\\n    ) AS \\\"n\\\"\\n  FROM \\\"base\\\"\\n),\\n\\\"params\\\" AS (\\n  SELECT DISTINCT\\n    \\\"duration\\\",\\n    \\\"n\\\",\\n    (1.0 + (0.9 * (\\\"n\\\" - 1))) AS \\\"target_pos\\\",\\n    CAST(1.0 + (0.9 * (\\\"n\\\" - 1)) AS INTEGER) AS \\\"lower_rn\\\",\\n    CASE\\n      WHEN (1.0 + (0.9 * (\\\"n\\\" - 1))) = CAST(1.0 + (0.9 * (\\\"n\\\" - 1)) AS INTEGER)\\n        THEN CAST(1.0 + (0.9 * (\\\"n\\\" - 1)) AS INTEGER)\\n      ELSE CAST(1.0 + (0.9 * (\\\"n\\\" - 1)) AS INTEGER) + 1\\n    END AS \\\"upper_rn\\\"\\n  FROM \\\"ordered\\\"\\n  WHERE \\\"n\\\" >= 5\\n)\\nSELECT\\n  o.\\\"duration\\\",\\n  CASE\\n    WHEN p.\\\"lower_rn\\\" = p.\\\"upper_rn\\\" THEN\\n      MAX(CASE WHEN o.\\\"rn\\\" = p.\\\"lower_rn\\\" THEN o.\\\"release_year_num\\\" END)\\n    ELSE\\n      MAX(CASE WHEN o.\\\"rn\\\" = p.\\\"lower_rn\\\" THEN o.\\\"release_year_num\\\" END) +\\n      (\\n        p.\\\"target_pos\\\" - p.\\\"lower_rn\\\"\\n      ) * (\\n        MAX(CASE WHEN o.\\\"rn\\\" = p.\\\"upper_rn\\\" THEN o.\\\"release_year_num\\\" END) -\\n        MAX(CASE WHEN o.\\\"rn\\\" = p.\\\"lower_rn\\\" THEN o.\\\"release_year_num\\\" END)\\n      )\\n  END AS \\\"percentile_measure\\\"\\nFROM \\\"ordered\\\" AS o\\nJOIN \\\"params\\\" AS p\\n  ON o.\\\"duration\\\" = p.\\\"duration\\\"\\nGROUP BY\\n  o.\\\"duration\\\",\\n  p.\\\"target_pos\\\",\\n  p.\\\"lower_rn\\\",\\n  p.\\\"upper_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"duration\", \"percentile_measure\"], \"rows\": [{\"duration\": \"1 Season\", \"percentile_measure\": 2021.0}, {\"duration\": \"138 min\", \"percentile_measure\": 2021}, {\"duration\": \"2 Seasons\", \"percentile_measure\": 2021.0}, {\"duration\": \"3 Seasons\", \"percentile_measure\": 2021.0}, {\"duration\": \"32 min\", \"percentile_measure\": 2021.0}, {\"duration\": \"35 min\", \"percentile_measure\": 2021.0}, {\"duration\": \"36 min\", \"percentile_measure\": 2021.0}, {\"duration\": \"4 Seasons\", \"percentile_measure\": 2021.0}, {\"duration\": \"5 Seasons\", \"percentile_measure\": 2021.0}, {\"duration\": \"6 Seasons\", \"percentile_measure\": 2020.8}, {\"duration\": \"131 min\", \"percentile_measure\": 2020.7}, {\"duration\": \"122 min\", \"percentile_measure\": 2020.6}, {\"duration\": \"33 min\", \"percentile_measure\": 2020.5}, {\"duration\": \"48 min\", \"percentile_measure\": 2020.3}, {\"duration\": \"70 min\", \"percentile_measure\": 2020.3}, {\"duration\": \"42 min\", \"percentile_measure\": 2020.2}, {\"duration\": \"60 min\", \"percentile_measure\": 2020.2}, {\"duration\": \"9 Seasons\", \"percentile_measure\": 2020.2}, {\"duration\": \"100 min\", \"percentile_measure\": 2020.0}, {\"duration\": \"101 min\", \"percentile_measure\": 2020.0}, {\"duration\": \"102 min\", \"percentile_measure\": 2020.0}, {\"duration\": \"104 min\", \"percentile_measure\": 2020.0}, {\"duration\": \"105 min\", \"percentile_measure\": 2020}, {\"duration\": \"107 min\", \"percentile_measure\": 2020.0}, {\"duration\": \"110 min\", \"percentile_measure\": 2020.0}, {\"duration\": \"112 min\", \"percentile_measure\": 2020.0}, {\"duration\": \"113 min\", \"percentile_measure\": 2020.0}, {\"duration\": \"114 min\", \"percentile_measure\": 2020.0}, {\"duration\": \"115 min\", \"percentile_measure\": 2020}, {\"duration\": \"116 min\", \"percentile_measure\": 2020.0}, {\"duration\": \"119 min\", \"percentile_measure\": 2020.0}, {\"duration\": \"120 min\", \"percentile_measure\": 2020.0}, {\"duration\": \"123 min\", \"percentile_measure\": 2020.0}, {\"duration\": \"136 min\", \"percentile_measure\": 2020.0}, {\"duration\": \"140 min\", \"percentile_measure\": 2020.0}, {\"duration\": \"143 min\", \"percentile_measure\": 2020.0}, {\"duration\": \"145 min\", \"percentile_measure\": 2020.0}, {\"duration\": \"171 min\", \"percentile_measure\": 2020.0}, {\"duration\": \"23 min\", \"percentile_measure\": 2020.0}, {\"duration\": \"24 min\", \"percentile_measure\": 2020.0}, {\"duration\": \"25 min\", \"percentile_measure\": 2020}, {\"duration\": \"28 min\", \"percentile_measure\": 2020.0}, {\"duration\": \"44 min\", \"percentile_measure\": 2020.0}, {\"duration\": \"46 min\", \"percentile_measure\": 2020.0}, {\"duration\": \"47 min\", \"percentile_measure\": 2020}, {\"duration\": \"50 min\", \"percentile_measure\": 2020.0}, {\"duration\": \"51 min\", \"percentile_measure\": 2020}, {\"duration\": \"52 min\", \"percentile_measure\": 2020.0}, {\"duration\": \"55 min\", \"percentile_measure\": 2020.0}, {\"duration\": \"58 min\", \"percentile_measure\": 2020.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 44.63}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b6acad91f8cddd28/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b6acad91f8cddd28/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..91a1efd9582fb9b2f02a82937d2fc5ceb805fdb3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b6acad91f8cddd28/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "c17",
+  "started_at": "2026-05-19T15:49:26.698912+00:00",
+  "ended_at": "2026-05-19T15:49:49.383552+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c17_b6acad91f8cddd28",
+    "problem_id": "v2p_c17_8504cb818dcb2154",
+    "dataset_id": "c17",
+    "template_id": "tpl_grouped_percentile_point",
+    "template_name": "Grouped Percentile Point",
+    "family_id": "tail_rarity_structure",
+    "canonical_subitem_id": "tail_concentration_consistency",
+    "intended_facet_id": "rare_target_concentration",
+    "variant_semantic_role": "ranked_signal_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=duration, measure_col=release_year.",
+    "bindings": {
+      "group_col": "duration",
+      "measure_col": "release_year",
+      "top_k": 12,
+      "top_n": 6,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 2019.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;",
+    "notes": [
+      "default_facets=rare_target_concentration",
+      "template_selection_mode=rule",
+      "problem_index_within_template=4",
+      "sql_variant_index=1/2",
+      "binding_index=87"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 8,
+    "problem_index_within_template": 4,
+    "sql_variant_index": 1,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_b6acad91f8cddd28.sql",
+  "usage_summary": {
+    "dataset_id": "c17",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c17_b6acad91f8cddd28",
+    "api_calls": 0,
+    "input_tokens": 14683,
+    "cached_input_tokens": 13696,
+    "output_tokens": 1195,
+    "total_tokens": 15878,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 22632.73,
+    "sql_execution_elapsed_ms_total": 44.63,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b6acad91f8cddd28/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b6acad91f8cddd28/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b6acad91f8cddd28/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..1ef45987318028be3910f54e34a29e211e48c10b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b6acad91f8cddd28/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:49:49.336581+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 22632.73, "started_at": "2026-05-19T15:49:26.702681+00:00", "ended_at": "2026-05-19T15:49:49.335433+00:00", "prompt_metrics": {"chars": 9355, "bytes_utf8": 9357, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 2056, "bytes_utf8": 2056, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14683, "cached_input_tokens": 13696, "output_tokens": 1195, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"base\\\" AS (\\n  SELECT\\n    \\\"duration\\\",\\n    CAST(\\\"release_year\\\" AS INTEGER) AS \\\"release_year_num\\\"\\n  FROM \\\"c17\\\"\\n  WHERE \\\"duration\\\" IS NOT NULL\\n    AND \\\"duration\\\" <> ''\\n    AND \\\"release_year\\\" IS NOT NULL\\n    AND \\\"release_year\\\" <> ''\\n),\\n\\\"ordered\\\" AS (\\n  SELECT\\n    \\\"duration\\\",\\n    \\\"release_year_num\\\",\\n    ROW_NUMBER() OVER (\\n      PARTITION BY \\\"duration\\\"\\n      ORDER BY \\\"release_year_num\\\"\\n    ) AS \\\"rn\\\",\\n    COUNT(*) OVER (\\n      PARTITION BY \\\"duration\\\"\\n    ) AS \\\"n\\\"\\n  FROM \\\"base\\\"\\n),\\n\\\"params\\\" AS (\\n  SELECT DISTINCT\\n    \\\"duration\\\",\\n    \\\"n\\\",\\n    (1.0 + (0.9 * (\\\"n\\\" - 1))) AS \\\"target_pos\\\",\\n    CAST(1.0 + (0.9 * (\\\"n\\\" - 1)) AS INTEGER) AS \\\"lower_rn\\\",\\n    CASE\\n      WHEN (1.0 + (0.9 * (\\\"n\\\" - 1))) = CAST(1.0 + (0.9 * (\\\"n\\\" - 1)) AS INTEGER)\\n        THEN CAST(1.0 + (0.9 * (\\\"n\\\" - 1)) AS INTEGER)\\n      ELSE CAST(1.0 + (0.9 * (\\\"n\\\" - 1)) AS INTEGER) + 1\\n    END A"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b6acad91f8cddd28/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b6acad91f8cddd28/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..217262f2ce5506f8725d08efa43e7dc33c13a8b1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b6acad91f8cddd28/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c17",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c17_b6acad91f8cddd28",
+  "api_calls": 0,
+  "input_tokens": 14683,
+  "cached_input_tokens": 13696,
+  "output_tokens": 1195,
+  "total_tokens": 15878,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 22632.73,
+  "sql_execution_elapsed_ms_total": 44.63,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_b6acad91f8cddd28/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bc3e2715dc50eca1/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bc3e2715dc50eca1/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..10b0ab36cc3bf7624d5b299da289a276fa5ddf2e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bc3e2715dc50eca1/final_answer.txt
@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"type": "Movie", "total_rows": 6131, "missing_rows": 0, "missing_rate": 0.0}, {"type": "TV Show", "total_rows": 2676, "missing_rows": 0, "missing_rate": 0.0}]}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bc3e2715dc50eca1/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bc3e2715dc50eca1/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..511c13818bdcdffd62bce412d8a3daa25d294988
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bc3e2715dc50eca1/generated_sql.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: c17
+-- family_id: missingness_structure
+-- canonical_subitem_id: co_missingness_pattern_consistency
+-- intended_facet_id: missing_target_interaction
+-- variant_semantic_role: missing_target_interaction
+-- template_id: tpl_missing_target_interaction
+-- query_record_id: v2q_c17_bc3e2715dc50eca1
+-- problem_id: v2p_c17_aa989972fd915b02
+-- realization_mode: deterministic
+-- source_kind: deterministic
+SELECT
+    "type",
+    COUNT(*) AS total_rows,
+    SUM(CASE WHEN "date_added" IS NULL THEN 1 ELSE 0 END) AS missing_rows,
+    AVG(CASE WHEN "date_added" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate
+FROM "c17"
+GROUP BY "type"
+ORDER BY missing_rate DESC, total_rows DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bc3e2715dc50eca1/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bc3e2715dc50eca1/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..7b68a0efe0c74cc3a7fa724c537f813dff24090d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bc3e2715dc50eca1/query_results.jsonl
@@ -0,0 +1 @@
+{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_b\n-- sql_source_dataset_id: c17\n-- family_id: missingness_structure\n-- canonical_subitem_id: co_missingness_pattern_consistency\n-- intended_facet_id: missing_target_interaction\n-- variant_semantic_role: missing_target_interaction\n-- template_id: tpl_missing_target_interaction\n-- query_record_id: v2q_c17_bc3e2715dc50eca1\n-- problem_id: v2p_c17_aa989972fd915b02\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n    \"type\",\n    COUNT(*) AS total_rows,\n    SUM(CASE WHEN \"date_added\" IS NULL THEN 1 ELSE 0 END) AS missing_rows,\n    AVG(CASE WHEN \"date_added\" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate\nFROM \"c17\"\nGROUP BY \"type\"\nORDER BY missing_rate DESC, total_rows DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_b\\n-- sql_source_dataset_id: c17\\n-- family_id: missingness_structure\\n-- canonical_subitem_id: co_missingness_pattern_consistency\\n-- intended_facet_id: missing_target_interaction\\n-- variant_semantic_role: missing_target_interaction\\n-- template_id: tpl_missing_target_interaction\\n-- query_record_id: v2q_c17_bc3e2715dc50eca1\\n-- problem_id: v2p_c17_aa989972fd915b02\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n    \\\"type\\\",\\n    COUNT(*) AS total_rows,\\n    SUM(CASE WHEN \\\"date_added\\\" IS NULL THEN 1 ELSE 0 END) AS missing_rows,\\n    AVG(CASE WHEN \\\"date_added\\\" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate\\nFROM \\\"c17\\\"\\nGROUP BY \\\"type\\\"\\nORDER BY missing_rate DESC, total_rows DESC;\", \"columns\": [\"type\", \"total_rows\", \"missing_rows\", \"missing_rate\"], \"rows\": [{\"type\": \"Movie\", \"total_rows\": 6131, \"missing_rows\": 0, \"missing_rate\": 0.0}, {\"type\": \"TV Show\", \"total_rows\": 2676, \"missing_rows\": 0, \"missing_rate\": 0.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.37}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bc3e2715dc50eca1/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bc3e2715dc50eca1/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..bc2ccf1d99e7a3c08b8ad99b9c42a8c3cdcc86d3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bc3e2715dc50eca1/run_manifest.json
@@ -0,0 +1,59 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "c17",
+  "started_at": "2026-05-19T16:03:15.416091+00:00",
+  "ended_at": "2026-05-19T16:03:15.421108+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c17_bc3e2715dc50eca1",
+    "problem_id": "v2p_c17_aa989972fd915b02",
+    "dataset_id": "c17",
+    "template_id": "tpl_missing_target_interaction",
+    "template_name": "Missingness-Target Interaction",
+    "family_id": "missingness_structure",
+    "canonical_subitem_id": "co_missingness_pattern_consistency",
+    "intended_facet_id": "missing_target_interaction",
+    "variant_semantic_role": "missing_target_interaction",
+    "subitem_assignment_source": "template_fixed",
+    "source_kind": "deterministic",
+    "realization_mode": "deterministic",
+    "gate_priority": "deterministic",
+    "extended_family": false,
+    "question": "Use template Missingness-Target Interaction to probe co_missingness_pattern_consistency with semantic role missing_target_interaction. Focus on target_col=type, missing_col=date_added.",
+    "bindings": {
+      "missing_col": "date_added",
+      "target_col": "type"
+    },
+    "binding_roles": [
+      "missing_col",
+      "target_col"
+    ],
+    "coverage_target_min": "enumerate_all_applicable",
+    "runtime_sql_skeleton": "SELECT\n    {target_col},\n    COUNT(*) AS total_rows,\n    SUM(CASE WHEN {missing_col} IS NULL THEN 1 ELSE 0 END) AS missing_rows,\n    AVG(CASE WHEN {missing_col} IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate\nFROM {table}\nGROUP BY {target_col}\nORDER BY missing_rate DESC, total_rows DESC;",
+    "notes": [
+      "default_facets=missing_rate_by_subgroup,missing_target_interaction",
+      "template_selection_mode=deterministic",
+      "problem_index_within_template=4",
+      "sql_variant_index=1/1"
+    ],
+    "template_selection_mode": "deterministic",
+    "selected_template_rank": 0,
+    "problem_index_within_template": 4,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_bc3e2715dc50eca1.sql",
+  "usage_summary": {
+    "engine": "template",
+    "input_tokens": 0,
+    "cached_input_tokens": 0,
+    "output_tokens": 0,
+    "total_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "none"
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bc3e2715dc50eca1/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bc3e2715dc50eca1/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_bc3e2715dc50eca1/usage_summary.json
@@ -0,0 +1,9 @@
+{
+  "engine": "template",
+  "input_tokens": 0,
+  "cached_input_tokens": 0,
+  "output_tokens": 0,
+  "total_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "none"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c5b56bb702fc0554/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c5b56bb702fc0554/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d13515e71112686e10c7bdf1e6d5483a3dbc829e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c5b56bb702fc0554/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=release_year, measure_col=release_year.
+Result preview: [{"release_year": "2021", "avg_measure": 2021.0}, {"release_year": "2020", "avg_measure": 2020.0}, {"release_year": "2019", "avg_measure": 2019.0}, {"release_year": "2018", "avg_measure": 2018.0}, {"release_year": "2017", "avg_measure": 2017.0}] Results were truncated.
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c5b56bb702fc0554/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c5b56bb702fc0554/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..ac6f4b4e0029df6f94164483435979eff8d214b9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c5b56bb702fc0554/generated_sql.sql
@@ -0,0 +1,19 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: c17
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: direction_consistency
+-- intended_facet_id: conditional_rate_shift
+-- variant_semantic_role: filtered_stable_view
+-- template_id: tpl_m4_window_partition_avg
+-- query_record_id: v2q_c17_c5b56bb702fc0554
+-- problem_id: v2p_c17_e396c335e67ffcdc
+-- realization_mode: agent
+-- source_kind: agent
+SELECT DISTINCT "release_year",
+       AVG(CAST("release_year" AS REAL)) OVER (PARTITION BY "release_year") AS "avg_measure"
+FROM "c17"
+WHERE "release_year" IS NOT NULL
+  AND TRIM("release_year") <> ''
+ORDER BY "avg_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c5b56bb702fc0554/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c5b56bb702fc0554/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..62ff5dfaf93f9341866b8ee2abd39ed433794387
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c5b56bb702fc0554/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"release_year\",\n       AVG(CAST(\"release_year\" AS REAL)) OVER (PARTITION BY \"release_year\") AS \"avg_measure\"\nFROM \"c17\"\nWHERE \"release_year\" IS NOT NULL\n  AND TRIM(\"release_year\") <> ''\nORDER BY \"avg_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"release_year\\\",\\n       AVG(CAST(\\\"release_year\\\" AS REAL)) OVER (PARTITION BY \\\"release_year\\\") AS \\\"avg_measure\\\"\\nFROM \\\"c17\\\"\\nWHERE \\\"release_year\\\" IS NOT NULL\\n  AND TRIM(\\\"release_year\\\") <> ''\\nORDER BY \\\"avg_measure\\\" DESC;\", \"columns\": [\"release_year\", \"avg_measure\"], \"rows\": [{\"release_year\": \"2021\", \"avg_measure\": 2021.0}, {\"release_year\": \"2020\", \"avg_measure\": 2020.0}, {\"release_year\": \"2019\", \"avg_measure\": 2019.0}, {\"release_year\": \"2018\", \"avg_measure\": 2018.0}, {\"release_year\": \"2017\", \"avg_measure\": 2017.0}, {\"release_year\": \"2016\", \"avg_measure\": 2016.0}, {\"release_year\": \"2015\", \"avg_measure\": 2015.0}, {\"release_year\": \"2014\", \"avg_measure\": 2014.0}, {\"release_year\": \"2013\", \"avg_measure\": 2013.0}, {\"release_year\": \"2012\", \"avg_measure\": 2012.0}, {\"release_year\": \"2011\", \"avg_measure\": 2011.0}, {\"release_year\": \"2010\", \"avg_measure\": 2010.0}, {\"release_year\": \"2009\", \"avg_measure\": 2009.0}, {\"release_year\": \"2008\", \"avg_measure\": 2008.0}, {\"release_year\": \"2007\", \"avg_measure\": 2007.0}, {\"release_year\": \"2006\", \"avg_measure\": 2006.0}, {\"release_year\": \"2005\", \"avg_measure\": 2005.0}, {\"release_year\": \"2004\", \"avg_measure\": 2004.0}, {\"release_year\": \"2003\", \"avg_measure\": 2003.0}, {\"release_year\": \"2002\", \"avg_measure\": 2002.0}, {\"release_year\": \"2001\", \"avg_measure\": 2001.0}, {\"release_year\": \"2000\", \"avg_measure\": 2000.0}, {\"release_year\": \"1999\", \"avg_measure\": 1999.0}, {\"release_year\": \"1998\", \"avg_measure\": 1998.0}, {\"release_year\": \"1997\", \"avg_measure\": 1997.0}, {\"release_year\": \"1996\", \"avg_measure\": 1996.0}, {\"release_year\": \"1995\", \"avg_measure\": 1995.0}, {\"release_year\": \"1994\", \"avg_measure\": 1994.0}, {\"release_year\": \"1993\", \"avg_measure\": 1993.0}, {\"release_year\": \"1992\", \"avg_measure\": 1992.0}, {\"release_year\": \"1991\", \"avg_measure\": 1991.0}, {\"release_year\": \"1990\", \"avg_measure\": 1990.0}, {\"release_year\": \"1989\", \"avg_measure\": 1989.0}, {\"release_year\": \"1988\", \"avg_measure\": 1988.0}, {\"release_year\": \"1987\", \"avg_measure\": 1987.0}, {\"release_year\": \"1986\", \"avg_measure\": 1986.0}, {\"release_year\": \"1985\", \"avg_measure\": 1985.0}, {\"release_year\": \"1984\", \"avg_measure\": 1984.0}, {\"release_year\": \"1983\", \"avg_measure\": 1983.0}, {\"release_year\": \"1982\", \"avg_measure\": 1982.0}, {\"release_year\": \"1981\", \"avg_measure\": 1981.0}, {\"release_year\": \"1980\", \"avg_measure\": 1980.0}, {\"release_year\": \"1979\", \"avg_measure\": 1979.0}, {\"release_year\": \"1978\", \"avg_measure\": 1978.0}, {\"release_year\": \"1977\", \"avg_measure\": 1977.0}, {\"release_year\": \"1976\", \"avg_measure\": 1976.0}, {\"release_year\": \"1975\", \"avg_measure\": 1975.0}, {\"release_year\": \"1974\", \"avg_measure\": 1974.0}, {\"release_year\": \"1973\", \"avg_measure\": 1973.0}, {\"release_year\": \"1972\", \"avg_measure\": 1972.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 15.91}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c5b56bb702fc0554/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c5b56bb702fc0554/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..875abbfb1747473bfd26a2008773d0dac4884226
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c5b56bb702fc0554/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "c17",
+  "started_at": "2026-05-19T16:01:01.684547+00:00",
+  "ended_at": "2026-05-19T16:01:17.381906+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c17_c5b56bb702fc0554",
+    "problem_id": "v2p_c17_e396c335e67ffcdc",
+    "dataset_id": "c17",
+    "template_id": "tpl_m4_window_partition_avg",
+    "template_name": "Window Partition Average",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "direction_consistency",
+    "intended_facet_id": "conditional_rate_shift",
+    "variant_semantic_role": "filtered_stable_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=release_year, measure_col=release_year.",
+    "bindings": {
+      "group_col": "release_year",
+      "measure_col": "release_year",
+      "top_k": 18,
+      "top_n": 5,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.05,
+      "baseline_multiplier": 1.75,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 4,
+      "measure_threshold": 2018.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;",
+    "notes": [
+      "default_facets=conditional_rate_shift",
+      "template_selection_mode=rule",
+      "problem_index_within_template=2",
+      "sql_variant_index=2/2",
+      "binding_index=133"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 12,
+    "problem_index_within_template": 2,
+    "sql_variant_index": 2,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_c5b56bb702fc0554.sql",
+  "usage_summary": {
+    "dataset_id": "c17",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c17_c5b56bb702fc0554",
+    "api_calls": 0,
+    "input_tokens": 14658,
+    "cached_input_tokens": 12032,
+    "output_tokens": 654,
+    "total_tokens": 15312,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 15675.48,
+    "sql_execution_elapsed_ms_total": 15.91,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c5b56bb702fc0554/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c5b56bb702fc0554/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c5b56bb702fc0554/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..735c184c4dd269258eef35b580b28a1b21ce4c67
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c5b56bb702fc0554/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T16:01:17.364499+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15675.48, "started_at": "2026-05-19T16:01:01.688177+00:00", "ended_at": "2026-05-19T16:01:17.363691+00:00", "prompt_metrics": {"chars": 9272, "bytes_utf8": 9274, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 552, "bytes_utf8": 552, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14658, "cached_input_tokens": 12032, "output_tokens": 654, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"release_year\\\",\\n       AVG(CAST(\\\"release_year\\\" AS REAL)) OVER (PARTITION BY \\\"release_year\\\") AS \\\"avg_measure\\\"\\nFROM \\\"c17\\\"\\nWHERE \\\"release_year\\\" IS NOT NULL\\n  AND TRIM(\\\"release_year\\\") <> ''\\nORDER BY \\\"avg_measure\\\" DESC;\",\"notes\":\"Uses the planned window-partition-average template with both group and measure bound to \\\"release_year\\\". CAST is applied because the schema stores \\\"release_year\\\" as TEXT, and empty/null values are filtered for a stable numeric view.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c5b56bb702fc0554/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c5b56bb702fc0554/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..978fee46dedeb8a38c3aeef14572bb1550ca5227
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c5b56bb702fc0554/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c17",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c17_c5b56bb702fc0554",
+  "api_calls": 0,
+  "input_tokens": 14658,
+  "cached_input_tokens": 12032,
+  "output_tokens": 654,
+  "total_tokens": 15312,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 15675.48,
+  "sql_execution_elapsed_ms_total": 15.91,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c5b56bb702fc0554/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c6189144cdb11331/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c6189144cdb11331/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..10d5b0cd46c0e0b9097e29f5de83306f1edddf9f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c6189144cdb11331/run_manifest.json
@@ -0,0 +1,67 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "c17",
+  "started_at": "2026-05-19T15:57:03.899927+00:00",
+  "ended_at": "2026-05-19T15:57:12.506607+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c17_c6189144cdb11331",
+    "problem_id": "v2p_c17_18293fabffbd4f6e",
+    "dataset_id": "c17",
+    "template_id": "tpl_threshold_rarity_cdf",
+    "template_name": "Threshold Rarity CDF",
+    "family_id": "tail_rarity_structure",
+    "canonical_subitem_id": "tail_set_consistency",
+    "intended_facet_id": "low_support_extremes",
+    "variant_semantic_role": "rare_extreme_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=release_year.",
+    "bindings": {
+      "measure_col": "release_year",
+      "top_k": 10,
+      "top_n": 5,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 2019.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};",
+    "notes": [
+      "default_facets=low_support_extremes",
+      "template_selection_mode=rule",
+      "problem_index_within_template=3",
+      "sql_variant_index=1/1",
+      "binding_index=110"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 10,
+    "problem_index_within_template": 3,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "error": "AI CLI command failed with exit code 1: "
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c6189144cdb11331/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c6189144cdb11331/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..087c8a786c73773bc7bdffd92f5ef56f40c25404
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c6189144cdb11331/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T15:57:08.163978+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4260.45, "started_at": "2026-05-19T15:57:03.902719+00:00", "ended_at": "2026-05-19T15:57:08.163188+00:00", "prompt_metrics": {"chars": 9115, "bytes_utf8": 9117, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f4-791c-7923-9ef1-0495df3a34ae\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "}
+{"timestamp": "2026-05-19T15:57:12.506490+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3340.73, "started_at": "2026-05-19T15:57:09.164812+00:00", "ended_at": "2026-05-19T15:57:12.505567+00:00", "prompt_metrics": {"chars": 9115, "bytes_utf8": 9117, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f4-8dc5-7323-9842-fa18ae6ee76d\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c8a1aef305bd2e04/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c8a1aef305bd2e04/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..16ba56be1fc3765a36371352db5f50d548fb6823
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c8a1aef305bd2e04/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=type, measure_col=release_year.
+Result preview: [{"type": "Movie", "group_value": 12342448}, {"type": "TV Show", "group_value": 5396437}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c8a1aef305bd2e04/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c8a1aef305bd2e04/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..8ca3314d34053784d1cef817c10ea24c80a94e96
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c8a1aef305bd2e04/generated_sql.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: c17
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_mass_similarity
+-- intended_facet_id: tail_ranked_signal
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_tpch_relative_total_threshold
+-- query_record_id: v2q_c17_c8a1aef305bd2e04
+-- problem_id: v2p_c17_253e9385a5612488
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "type", SUM(CAST(NULLIF("release_year", '') AS INTEGER)) AS group_value
+    FROM "c17"
+    GROUP BY "type"
+), total AS (
+    SELECT SUM(group_value) AS total_value
+    FROM grouped
+)
+SELECT g."type", g.group_value
+FROM grouped AS g
+CROSS JOIN total AS t
+WHERE g.group_value > t.total_value * 0.1
+ORDER BY g.group_value DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c8a1aef305bd2e04/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c8a1aef305bd2e04/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..2482f9d0e0c6c07eb293a7a9925dd9e09835d86f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c8a1aef305bd2e04/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n    SELECT \"type\", SUM(CAST(NULLIF(\"release_year\", '') AS INTEGER)) AS group_value\n    FROM \"c17\"\n    GROUP BY \"type\"\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.\"type\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.1\nORDER BY g.group_value DESC;", "result": "{\"query\": \"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n    SELECT \\\"type\\\", SUM(CAST(NULLIF(\\\"release_year\\\", '') AS INTEGER)) AS group_value\\n    FROM \\\"c17\\\"\\n    GROUP BY \\\"type\\\"\\n), total AS (\\n    SELECT SUM(group_value) AS total_value\\n    FROM grouped\\n)\\nSELECT g.\\\"type\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.1\\nORDER BY g.group_value DESC;\", \"columns\": [\"type\", \"group_value\"], \"rows\": [{\"type\": \"Movie\", \"group_value\": 12342448}, {\"type\": \"TV Show\", \"group_value\": 5396437}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.64}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c8a1aef305bd2e04/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c8a1aef305bd2e04/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..c9ca2e5067da4ec0a35215d9b94120f31b958c43
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c8a1aef305bd2e04/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "c17",
+  "started_at": "2026-05-19T15:42:53.934625+00:00",
+  "ended_at": "2026-05-19T15:43:06.767785+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c17_c8a1aef305bd2e04",
+    "problem_id": "v2p_c17_253e9385a5612488",
+    "dataset_id": "c17",
+    "template_id": "tpl_tpch_relative_total_threshold",
+    "template_name": "Relative-to-Total Extreme Threshold",
+    "family_id": "tail_rarity_structure",
+    "canonical_subitem_id": "tail_mass_similarity",
+    "intended_facet_id": "tail_ranked_signal",
+    "variant_semantic_role": "count_distribution",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=type, measure_col=release_year.",
+    "bindings": {
+      "group_col": "type",
+      "measure_col": "release_year",
+      "top_k": 12,
+      "top_n": 3,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 2019.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col}, SUM({measure_col}) AS group_value\n    FROM {table}\n    GROUP BY {group_col}\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;",
+    "notes": [
+      "default_facets=tail_ranked_signal",
+      "template_selection_mode=rule",
+      "problem_index_within_template=1",
+      "sql_variant_index=1/2",
+      "binding_index=72"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 7,
+    "problem_index_within_template": 1,
+    "sql_variant_index": 1,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_c8a1aef305bd2e04.sql",
+  "usage_summary": {
+    "dataset_id": "c17",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c17_c8a1aef305bd2e04",
+    "api_calls": 0,
+    "input_tokens": 14781,
+    "cached_input_tokens": 12032,
+    "output_tokens": 459,
+    "total_tokens": 15240,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 12815.85,
+    "sql_execution_elapsed_ms_total": 10.64,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c8a1aef305bd2e04/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c8a1aef305bd2e04/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c8a1aef305bd2e04/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..7837a04a1bd9efc897559cdca4e5135287f73991
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c8a1aef305bd2e04/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:43:06.754311+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12815.85, "started_at": "2026-05-19T15:42:53.936845+00:00", "ended_at": "2026-05-19T15:43:06.752730+00:00", "prompt_metrics": {"chars": 9724, "bytes_utf8": 9726, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 589, "bytes_utf8": 589, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14781, "cached_input_tokens": 12032, "output_tokens": 459, "reasoning_output_tokens": 305}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n    SELECT \\\"type\\\", SUM(CAST(NULLIF(\\\"release_year\\\", '') AS INTEGER)) AS group_value\\n    FROM \\\"c17\\\"\\n    GROUP BY \\\"type\\\"\\n), total AS (\\n    SELECT SUM(group_value) AS total_value\\n    FROM grouped\\n)\\nSELECT g.\\\"type\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.1\\nORDER BY g.group_value DESC;\",\"notes\":\"Applied the provided template with group_col=\\\"type\\\" and summed \\\"release_year\\\" after casting from TEXT to INTEGER for SQLite compatibility.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c8a1aef305bd2e04/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c8a1aef305bd2e04/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..95adbe21b41ea542b340ff19ec7e4839586d7e40
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c8a1aef305bd2e04/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c17",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c17_c8a1aef305bd2e04",
+  "api_calls": 0,
+  "input_tokens": 14781,
+  "cached_input_tokens": 12032,
+  "output_tokens": 459,
+  "total_tokens": 15240,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 12815.85,
+  "sql_execution_elapsed_ms_total": 10.64,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_c8a1aef305bd2e04/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_cb1e1911cb7cd895/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_cb1e1911cb7cd895/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bc8694e025e4ac547bbe29b4afc8ed4963ad4b2f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_cb1e1911cb7cd895/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=type, measure_col=release_year.
+Result preview: [{"type": "TV Show", "percentile_measure": 2021.0}, {"type": "Movie", "percentile_measure": 2020.0}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_cb1e1911cb7cd895/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_cb1e1911cb7cd895/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..54d4eb9f2b10d7187d361c251442b836cc0467b3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_cb1e1911cb7cd895/generated_sql.sql
@@ -0,0 +1,63 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: c17
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_concentration_consistency
+-- intended_facet_id: rare_target_concentration
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_grouped_percentile_point
+-- query_record_id: v2q_c17_cb1e1911cb7cd895
+-- problem_id: v2p_c17_69e21e8d327f17a6
+-- realization_mode: agent
+-- source_kind: agent
+WITH "base" AS (
+  SELECT
+    "type" AS "group_col",
+    CAST("release_year" AS REAL) AS "measure"
+  FROM "c17"
+  WHERE "type" IS NOT NULL
+    AND "release_year" IS NOT NULL
+    AND TRIM("release_year") <> ''
+),
+"ordered" AS (
+  SELECT
+    "group_col",
+    "measure",
+    ROW_NUMBER() OVER (PARTITION BY "group_col" ORDER BY "measure") AS "rn",
+    COUNT(*) OVER (PARTITION BY "group_col") AS "n"
+  FROM "base"
+),
+"params" AS (
+  SELECT
+    "group_col",
+    (("n" - 1) * 0.95) + 1.0 AS "h",
+    CAST(((("n" - 1) * 0.95) + 1.0) AS INTEGER) AS "lo_rn",
+    CASE
+      WHEN ((("n" - 1) * 0.95) + 1.0) = CAST(((("n" - 1) * 0.95) + 1.0) AS INTEGER)
+        THEN CAST(((("n" - 1) * 0.95) + 1.0) AS INTEGER)
+      ELSE CAST(((("n" - 1) * 0.95) + 1.0) AS INTEGER) + 1
+    END AS "hi_rn"
+  FROM "ordered"
+  GROUP BY "group_col", "n"
+),
+"picked" AS (
+  SELECT
+    p."group_col",
+    p."h",
+    MAX(CASE WHEN o."rn" = p."lo_rn" THEN o."measure" END) AS "lo_val",
+    MAX(CASE WHEN o."rn" = p."hi_rn" THEN o."measure" END) AS "hi_val"
+  FROM "params" AS p
+  JOIN "ordered" AS o
+    ON o."group_col" = p."group_col"
+  GROUP BY p."group_col", p."h"
+)
+SELECT
+  "group_col" AS "type",
+  CASE
+    WHEN "lo_val" IS NULL THEN NULL
+    WHEN "hi_val" IS NULL THEN "lo_val"
+    ELSE "lo_val" + (("h" - CAST("h" AS INTEGER)) * ("hi_val" - "lo_val"))
+  END AS "percentile_measure"
+FROM "picked"
+ORDER BY "percentile_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_cb1e1911cb7cd895/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_cb1e1911cb7cd895/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..2ccaf2ba41e87ac8519ce3135ae56bb618bda978
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_cb1e1911cb7cd895/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"base\" AS (\n  SELECT\n    \"type\" AS \"group_col\",\n    CAST(\"release_year\" AS REAL) AS \"measure\"\n  FROM \"c17\"\n  WHERE \"type\" IS NOT NULL\n    AND \"release_year\" IS NOT NULL\n    AND TRIM(\"release_year\") <> ''\n),\n\"ordered\" AS (\n  SELECT\n    \"group_col\",\n    \"measure\",\n    ROW_NUMBER() OVER (PARTITION BY \"group_col\" ORDER BY \"measure\") AS \"rn\",\n    COUNT(*) OVER (PARTITION BY \"group_col\") AS \"n\"\n  FROM \"base\"\n),\n\"params\" AS (\n  SELECT\n    \"group_col\",\n    ((\"n\" - 1) * 0.95) + 1.0 AS \"h\",\n    CAST((((\"n\" - 1) * 0.95) + 1.0) AS INTEGER) AS \"lo_rn\",\n    CASE\n      WHEN (((\"n\" - 1) * 0.95) + 1.0) = CAST((((\"n\" - 1) * 0.95) + 1.0) AS INTEGER)\n        THEN CAST((((\"n\" - 1) * 0.95) + 1.0) AS INTEGER)\n      ELSE CAST((((\"n\" - 1) * 0.95) + 1.0) AS INTEGER) + 1\n    END AS \"hi_rn\"\n  FROM \"ordered\"\n  GROUP BY \"group_col\", \"n\"\n),\n\"picked\" AS (\n  SELECT\n    p.\"group_col\",\n    p.\"h\",\n    MAX(CASE WHEN o.\"rn\" = p.\"lo_rn\" THEN o.\"measure\" END) AS \"lo_val\",\n    MAX(CASE WHEN o.\"rn\" = p.\"hi_rn\" THEN o.\"measure\" END) AS \"hi_val\"\n  FROM \"params\" AS p\n  JOIN \"ordered\" AS o\n    ON o.\"group_col\" = p.\"group_col\"\n  GROUP BY p.\"group_col\", p.\"h\"\n)\nSELECT\n  \"group_col\" AS \"type\",\n  CASE\n    WHEN \"lo_val\" IS NULL THEN NULL\n    WHEN \"hi_val\" IS NULL THEN \"lo_val\"\n    ELSE \"lo_val\" + ((\"h\" - CAST(\"h\" AS INTEGER)) * (\"hi_val\" - \"lo_val\"))\n  END AS \"percentile_measure\"\nFROM \"picked\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"base\\\" AS (\\n  SELECT\\n    \\\"type\\\" AS \\\"group_col\\\",\\n    CAST(\\\"release_year\\\" AS REAL) AS \\\"measure\\\"\\n  FROM \\\"c17\\\"\\n  WHERE \\\"type\\\" IS NOT NULL\\n    AND \\\"release_year\\\" IS NOT NULL\\n    AND TRIM(\\\"release_year\\\") <> ''\\n),\\n\\\"ordered\\\" AS (\\n  SELECT\\n    \\\"group_col\\\",\\n    \\\"measure\\\",\\n    ROW_NUMBER() OVER (PARTITION BY \\\"group_col\\\" ORDER BY \\\"measure\\\") AS \\\"rn\\\",\\n    COUNT(*) OVER (PARTITION BY \\\"group_col\\\") AS \\\"n\\\"\\n  FROM \\\"base\\\"\\n),\\n\\\"params\\\" AS (\\n  SELECT\\n    \\\"group_col\\\",\\n    ((\\\"n\\\" - 1) * 0.95) + 1.0 AS \\\"h\\\",\\n    CAST((((\\\"n\\\" - 1) * 0.95) + 1.0) AS INTEGER) AS \\\"lo_rn\\\",\\n    CASE\\n      WHEN (((\\\"n\\\" - 1) * 0.95) + 1.0) = CAST((((\\\"n\\\" - 1) * 0.95) + 1.0) AS INTEGER)\\n        THEN CAST((((\\\"n\\\" - 1) * 0.95) + 1.0) AS INTEGER)\\n      ELSE CAST((((\\\"n\\\" - 1) * 0.95) + 1.0) AS INTEGER) + 1\\n    END AS \\\"hi_rn\\\"\\n  FROM \\\"ordered\\\"\\n  GROUP BY \\\"group_col\\\", \\\"n\\\"\\n),\\n\\\"picked\\\" AS (\\n  SELECT\\n    p.\\\"group_col\\\",\\n    p.\\\"h\\\",\\n    MAX(CASE WHEN o.\\\"rn\\\" = p.\\\"lo_rn\\\" THEN o.\\\"measure\\\" END) AS \\\"lo_val\\\",\\n    MAX(CASE WHEN o.\\\"rn\\\" = p.\\\"hi_rn\\\" THEN o.\\\"measure\\\" END) AS \\\"hi_val\\\"\\n  FROM \\\"params\\\" AS p\\n  JOIN \\\"ordered\\\" AS o\\n    ON o.\\\"group_col\\\" = p.\\\"group_col\\\"\\n  GROUP BY p.\\\"group_col\\\", p.\\\"h\\\"\\n)\\nSELECT\\n  \\\"group_col\\\" AS \\\"type\\\",\\n  CASE\\n    WHEN \\\"lo_val\\\" IS NULL THEN NULL\\n    WHEN \\\"hi_val\\\" IS NULL THEN \\\"lo_val\\\"\\n    ELSE \\\"lo_val\\\" + ((\\\"h\\\" - CAST(\\\"h\\\" AS INTEGER)) * (\\\"hi_val\\\" - \\\"lo_val\\\"))\\n  END AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"type\", \"percentile_measure\"], \"rows\": [{\"type\": \"TV Show\", \"percentile_measure\": 2021.0}, {\"type\": \"Movie\", \"percentile_measure\": 2020.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 39.42}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_cb1e1911cb7cd895/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_cb1e1911cb7cd895/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..a54034cd971e4a67a85dbb1d4300f601dd8e90a9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_cb1e1911cb7cd895/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "c17",
+  "started_at": "2026-05-19T15:47:11.670124+00:00",
+  "ended_at": "2026-05-19T15:47:30.466558+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c17_cb1e1911cb7cd895",
+    "problem_id": "v2p_c17_69e21e8d327f17a6",
+    "dataset_id": "c17",
+    "template_id": "tpl_grouped_percentile_point",
+    "template_name": "Grouped Percentile Point",
+    "family_id": "tail_rarity_structure",
+    "canonical_subitem_id": "tail_concentration_consistency",
+    "intended_facet_id": "rare_target_concentration",
+    "variant_semantic_role": "focused_target_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=type, measure_col=release_year.",
+    "bindings": {
+      "group_col": "type",
+      "measure_col": "release_year",
+      "top_k": 14,
+      "top_n": 3,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 2019.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;",
+    "notes": [
+      "default_facets=rare_target_concentration",
+      "template_selection_mode=rule",
+      "problem_index_within_template=1",
+      "sql_variant_index=1/2",
+      "binding_index=84"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 8,
+    "problem_index_within_template": 1,
+    "sql_variant_index": 1,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_cb1e1911cb7cd895.sql",
+  "usage_summary": {
+    "dataset_id": "c17",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c17_cb1e1911cb7cd895",
+    "api_calls": 0,
+    "input_tokens": 14683,
+    "cached_input_tokens": 13696,
+    "output_tokens": 1160,
+    "total_tokens": 15843,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 18745.5,
+    "sql_execution_elapsed_ms_total": 39.42,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_cb1e1911cb7cd895/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_cb1e1911cb7cd895/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_cb1e1911cb7cd895/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..5343d9dfedf8c154adb649fd3b307c00c5acdd6e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_cb1e1911cb7cd895/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:47:30.423804+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 18745.5, "started_at": "2026-05-19T15:47:11.677053+00:00", "ended_at": "2026-05-19T15:47:30.422624+00:00", "prompt_metrics": {"chars": 9349, "bytes_utf8": 9351, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 1872, "bytes_utf8": 1872, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14683, "cached_input_tokens": 13696, "output_tokens": 1160, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"base\\\" AS (\\n  SELECT\\n    \\\"type\\\" AS \\\"group_col\\\",\\n    CAST(\\\"release_year\\\" AS REAL) AS \\\"measure\\\"\\n  FROM \\\"c17\\\"\\n  WHERE \\\"type\\\" IS NOT NULL\\n    AND \\\"release_year\\\" IS NOT NULL\\n    AND TRIM(\\\"release_year\\\") <> ''\\n),\\n\\\"ordered\\\" AS (\\n  SELECT\\n    \\\"group_col\\\",\\n    \\\"measure\\\",\\n    ROW_NUMBER() OVER (PARTITION BY \\\"group_col\\\" ORDER BY \\\"measure\\\") AS \\\"rn\\\",\\n    COUNT(*) OVER (PARTITION BY \\\"group_col\\\") AS \\\"n\\\"\\n  FROM \\\"base\\\"\\n),\\n\\\"params\\\" AS (\\n  SELECT\\n    \\\"group_col\\\",\\n    ((\\\"n\\\" - 1) * 0.95) + 1.0 AS \\\"h\\\",\\n    CAST((((\\\"n\\\" - 1) * 0.95) + 1.0) AS INTEGER) AS \\\"lo_rn\\\",\\n    CASE\\n      WHEN (((\\\"n\\\" - 1) * 0.95) + 1.0) = CAST((((\\\"n\\\" - 1) * 0.95) + 1.0) AS INTEGER)\\n        THEN CAST((((\\\"n\\\" - 1) * 0.95) + 1.0) AS INTEGER)\\n      ELSE CAST((((\\\"n\\\" - 1) * 0.95) + 1.0) AS INTEGER) + 1\\n    END AS \\\"hi_rn\\\"\\n  FROM \\\"ordered\\\"\\n  GROUP BY \\\"group_col\\\", \\\"n\\\"\\n),\\n\\\"picked\\\" AS (\\n  SELECT"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_cb1e1911cb7cd895/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_cb1e1911cb7cd895/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..0883914b80562a6f4cc60c6ea627a4b82d16ab25
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_cb1e1911cb7cd895/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c17",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c17_cb1e1911cb7cd895",
+  "api_calls": 0,
+  "input_tokens": 14683,
+  "cached_input_tokens": 13696,
+  "output_tokens": 1160,
+  "total_tokens": 15843,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 18745.5,
+  "sql_execution_elapsed_ms_total": 39.42,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_cb1e1911cb7cd895/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_cd2bc1fdecc08932/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_cd2bc1fdecc08932/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1cb44cb3d48afdc6159392910322ddfeef97d315
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_cd2bc1fdecc08932/final_answer.txt
@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"listed_in": "Dramas, International Movies", "support": 362, "avg_response": 2014.2403314917126}, {"listed_in": "Documentaries", "support": 359, "avg_response": 2016.0724233983287}, {"listed_in": "Stand-Up Comedy", "support": 334, "avg_response": 2015.6167664670659}, {"listed_in": "Comedies, Dramas, International Movies", "support": 274, "avg_response": 2013.1788321167883}, {"listed_in": "Dramas, Independent Movies, International Movies", "support": 252, "avg_response": 2014.8492063492063}]}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_cd2bc1fdecc08932/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_cd2bc1fdecc08932/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..f62e05ddd583cbb6566c243221931bfaa0fa4967
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_cd2bc1fdecc08932/generated_sql.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: c17
+-- family_id: cardinality_structure
+-- canonical_subitem_id: high_cardinality_response_stability
+-- intended_facet_id: target_cardinality_cross_section
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_cardinality_high_card_response_stability
+-- query_record_id: v2q_c17_cd2bc1fdecc08932
+-- problem_id: v2p_c17_ee3ccf9bb7cd84b8
+-- realization_mode: deterministic
+-- source_kind: deterministic
+SELECT
+    "listed_in",
+    COUNT(*) AS support,
+    AVG("release_year") AS avg_response
+FROM "c17"
+GROUP BY "listed_in"
+HAVING COUNT(*) >= 5.0
+ORDER BY support DESC, avg_response DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_cd2bc1fdecc08932/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_cd2bc1fdecc08932/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..f28796a7d768e1a0ade550a8eb0cb2641291a1d4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_cd2bc1fdecc08932/query_results.jsonl
@@ -0,0 +1 @@
+{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_b\n-- sql_source_dataset_id: c17\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_c17_cd2bc1fdecc08932\n-- problem_id: v2p_c17_ee3ccf9bb7cd84b8\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n    \"listed_in\",\n    COUNT(*) AS support,\n    AVG(\"release_year\") AS avg_response\nFROM \"c17\"\nGROUP BY \"listed_in\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_b\\n-- sql_source_dataset_id: c17\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_c17_cd2bc1fdecc08932\\n-- problem_id: v2p_c17_ee3ccf9bb7cd84b8\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n    \\\"listed_in\\\",\\n    COUNT(*) AS support,\\n    AVG(\\\"release_year\\\") AS avg_response\\nFROM \\\"c17\\\"\\nGROUP BY \\\"listed_in\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"listed_in\", \"support\", \"avg_response\"], \"rows\": [{\"listed_in\": \"Dramas, International Movies\", \"support\": 362, \"avg_response\": 2014.2403314917126}, {\"listed_in\": \"Documentaries\", \"support\": 359, \"avg_response\": 2016.0724233983287}, {\"listed_in\": \"Stand-Up Comedy\", \"support\": 334, \"avg_response\": 2015.6167664670659}, {\"listed_in\": \"Comedies, Dramas, International Movies\", \"support\": 274, \"avg_response\": 2013.1788321167883}, {\"listed_in\": \"Dramas, Independent Movies, International Movies\", \"support\": 252, \"avg_response\": 2014.8492063492063}, {\"listed_in\": \"Kids' TV\", \"support\": 220, \"avg_response\": 2015.581818181818}, {\"listed_in\": \"Children & Family Movies\", \"support\": 215, \"avg_response\": 2014.7162790697676}, {\"listed_in\": \"Children & Family Movies, Comedies\", \"support\": 201, \"avg_response\": 2013.2089552238806}, {\"listed_in\": \"Documentaries, International Movies\", \"support\": 186, \"avg_response\": 2015.8064516129032}, {\"listed_in\": \"Dramas, International Movies, Romantic Movies\", \"support\": 180, \"avg_response\": 2013.861111111111}, {\"listed_in\": \"Comedies, International Movies\", \"support\": 176, \"avg_response\": 2014.5}, {\"listed_in\": \"Comedies, International Movies, Romantic Movies\", \"support\": 152, \"avg_response\": 2014.0526315789473}, {\"listed_in\": \"Dramas\", \"support\": 138, \"avg_response\": 2012.195652173913}, {\"listed_in\": \"Dramas, International Movies, Thrillers\", \"support\": 134, \"avg_response\": 2016.05223880597}, {\"listed_in\": \"Action & Adventure, Dramas, International Movies\", \"support\": 132, \"avg_response\": 2011.4469696969697}, {\"listed_in\": \"Action & Adventure\", \"support\": 128, \"avg_response\": 2011.6171875}, {\"listed_in\": \"International TV Shows, TV Dramas\", \"support\": 121, \"avg_response\": 2016.2231404958677}, {\"listed_in\": \"Comedies, Dramas, Independent Movies\", \"support\": 116, \"avg_response\": 2014.103448275862}, {\"listed_in\": \"Crime TV Shows, International TV Shows, TV Dramas\", \"support\": 110, \"avg_response\": 2017.7363636363636}, {\"listed_in\": \"Comedies\", \"support\": 110, \"avg_response\": 2013.1818181818182}, {\"listed_in\": \"Action & Adventure, International Movies\", \"support\": 101, \"avg_response\": 2011.7029702970297}, {\"listed_in\": \"Dramas, Independent Movies\", \"support\": 100, \"avg_response\": 2015.21}, {\"listed_in\": \"Kids' TV, TV Comedies\", \"support\": 99, \"avg_response\": 2016.5252525252524}, {\"listed_in\": \"Reality TV\", \"support\": 95, \"avg_response\": 2017.7263157894736}, {\"listed_in\": \"International TV Shows, Romantic TV Shows, TV Comedies\", \"support\": 94, \"avg_response\": 2016.2553191489362}, {\"listed_in\": \"International TV Shows, Romantic TV Shows, TV Dramas\", \"support\": 90, \"avg_response\": 2015.9}, {\"listed_in\": \"Anime Series, International TV Shows\", \"support\": 88, \"avg_response\": 2015.2727272727273}, {\"listed_in\": \"Docuseries\", \"support\": 85, \"avg_response\": 2017.4941176470588}, {\"listed_in\": \"Documentaries, Music & Musicals\", \"support\": 82, \"avg_response\": 2014.9634146341464}, {\"listed_in\": \"Dramas, Thrillers\", \"support\": 82, \"avg_response\": 2013.2926829268292}, {\"listed_in\": \"Comedies, Romantic Movies\", \"support\": 80, \"avg_response\": 2010.8375}, {\"listed_in\": \"Action & Adventure, Comedies, International Movies\", \"support\": 70, \"avg_response\": 2011.2285714285715}, {\"listed_in\": \"TV Comedies\", \"support\": 69, \"avg_response\": 2016.8115942028985}, {\"listed_in\": \"International Movies, Thrillers\", \"support\": 67, \"avg_response\": 2016.7761194029852}, {\"listed_in\": \"Documentaries, Sports Movies\", \"support\": 65, \"avg_response\": 2016.9846153846154}, {\"listed_in\": \"International TV Shows, Korean TV Shows, Romantic TV Shows\", \"support\": 65, \"avg_response\": 2015.8615384615384}, {\"listed_in\": \"Thrillers\", \"support\": 65, \"avg_response\": 2013.3384615384616}, {\"listed_in\": \"Crime TV Shows, International TV Shows, Spanish-Language TV Shows\", \"support\": 62, \"avg_response\": 2018.274193548387}, {\"listed_in\": \"Action & Adventure, Sci-Fi & Fantasy\", \"support\": 62, \"avg_response\": 2010.5645161290322}, {\"listed_in\": \"Horror Movies, International Movies\", \"support\": 57, \"avg_response\": 2015.701754385965}, {\"listed_in\": \"Movies\", \"support\": 57, \"avg_response\": 2014.4736842105262}, {\"listed_in\": \"Dramas, International Movies, Music & Musicals\", \"support\": 57, \"avg_response\": 2008.298245614035}, {\"listed_in\": \"Horror Movies\", \"support\": 55, \"avg_response\": 2014.7818181818182}, {\"listed_in\": \"Comedies, International Movies, Music & Musicals\", \"support\": 55, \"avg_response\": 2011.418181818182}, {\"listed_in\": \"Horror Movies, Thrillers\", \"support\": 54, \"avg_response\": 2013.7962962962963}, {\"listed_in\": \"Dramas, Romantic Movies\", \"support\": 52, \"avg_response\": 2011.75}, {\"listed_in\": \"Action & Adventure, Comedies\", \"support\": 51, \"avg_response\": 2008.0}, {\"listed_in\": \"Crime TV Shows, Docuseries\", \"support\": 50, \"avg_response\": 2017.88}, {\"listed_in\": \"Horror Movies, International Movies, Thrillers\", \"support\": 45, \"avg_response\": 2015.888888888889}, {\"listed_in\": \"Documentaries, International Movies, Sports Movies\", \"support\": 44, \"avg_response\": 2017.5681818181818}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.92}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_cd2bc1fdecc08932/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_cd2bc1fdecc08932/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..1e295d2ea551875af5a88fe2836affb604bb95a1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_cd2bc1fdecc08932/run_manifest.json
@@ -0,0 +1,60 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "c17",
+  "started_at": "2026-05-19T16:03:15.527052+00:00",
+  "ended_at": "2026-05-19T16:03:15.533755+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c17_cd2bc1fdecc08932",
+    "problem_id": "v2p_c17_ee3ccf9bb7cd84b8",
+    "dataset_id": "c17",
+    "template_id": "tpl_cardinality_high_card_response_stability",
+    "template_name": "High-Cardinality Response Stability",
+    "family_id": "cardinality_structure",
+    "canonical_subitem_id": "high_cardinality_response_stability",
+    "intended_facet_id": "target_cardinality_cross_section",
+    "variant_semantic_role": "focused_target_view",
+    "subitem_assignment_source": "template_fixed",
+    "source_kind": "deterministic",
+    "realization_mode": "deterministic",
+    "gate_priority": "deterministic",
+    "extended_family": true,
+    "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=release_year, key_col=listed_in.",
+    "bindings": {
+      "key_col": "listed_in",
+      "measure_col": "release_year",
+      "min_support": 5
+    },
+    "binding_roles": [
+      "key_col",
+      "target_col"
+    ],
+    "coverage_target_min": "enumerate_all_applicable",
+    "runtime_sql_skeleton": "SELECT\n    {key_col},\n    COUNT(*) AS support,\n    AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;",
+    "notes": [
+      "default_facets=target_cardinality_cross_section",
+      "template_selection_mode=deterministic",
+      "problem_index_within_template=8",
+      "sql_variant_index=1/1"
+    ],
+    "template_selection_mode": "deterministic",
+    "selected_template_rank": 0,
+    "problem_index_within_template": 8,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_cd2bc1fdecc08932.sql",
+  "usage_summary": {
+    "engine": "template",
+    "input_tokens": 0,
+    "cached_input_tokens": 0,
+    "output_tokens": 0,
+    "total_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "none"
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_cd2bc1fdecc08932/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_cd2bc1fdecc08932/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_cd2bc1fdecc08932/usage_summary.json
@@ -0,0 +1,9 @@
+{
+  "engine": "template",
+  "input_tokens": 0,
+  "cached_input_tokens": 0,
+  "output_tokens": 0,
+  "total_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "none"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d2d2da5d23f0f211/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d2d2da5d23f0f211/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..53f859fa4e056c9455cd58638a7876b2618ada7d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d2d2da5d23f0f211/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=release_year.
+Result preview: [{"release_year": "1925", "support": 1}, {"release_year": "1947", "support": 1}, {"release_year": "1959", "support": 1}, {"release_year": "1961", "support": 1}, {"release_year": "1966", "support": 1}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d2d2da5d23f0f211/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d2d2da5d23f0f211/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..d6bdd253708ddce9972b4a4924b323de177d80d9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d2d2da5d23f0f211/generated_sql.sql
@@ -0,0 +1,20 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: c17
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_mass_similarity
+-- intended_facet_id: tail_ranked_signal
+-- variant_semantic_role: rare_extreme_view
+-- template_id: tpl_tail_low_support_group_count_v2
+-- query_record_id: v2q_c17_d2d2da5d23f0f211
+-- problem_id: v2p_c17_4115dc95e6d94222
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+    "release_year",
+    COUNT(*) AS "support"
+FROM "c17"
+GROUP BY "release_year"
+ORDER BY "support" ASC, "release_year"
+LIMIT 15;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d2d2da5d23f0f211/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d2d2da5d23f0f211/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..63b3ffb7ef8ea325339be58ec02da7f569719cb9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d2d2da5d23f0f211/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n    \"release_year\",\n    COUNT(*) AS \"support\"\nFROM \"c17\"\nGROUP BY \"release_year\"\nORDER BY \"support\" ASC, \"release_year\"\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n    \\\"release_year\\\",\\n    COUNT(*) AS \\\"support\\\"\\nFROM \\\"c17\\\"\\nGROUP BY \\\"release_year\\\"\\nORDER BY \\\"support\\\" ASC, \\\"release_year\\\"\\nLIMIT 15;\", \"columns\": [\"release_year\", \"support\"], \"rows\": [{\"release_year\": \"1925\", \"support\": 1}, {\"release_year\": \"1947\", \"support\": 1}, {\"release_year\": \"1959\", \"support\": 1}, {\"release_year\": \"1961\", \"support\": 1}, {\"release_year\": \"1966\", \"support\": 1}, {\"release_year\": \"1942\", \"support\": 2}, {\"release_year\": \"1946\", \"support\": 2}, {\"release_year\": \"1954\", \"support\": 2}, {\"release_year\": \"1956\", \"support\": 2}, {\"release_year\": \"1963\", \"support\": 2}, {\"release_year\": \"1964\", \"support\": 2}, {\"release_year\": \"1965\", \"support\": 2}, {\"release_year\": \"1969\", \"support\": 2}, {\"release_year\": \"1970\", \"support\": 2}, {\"release_year\": \"1943\", \"support\": 3}], \"row_count_returned\": 15, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.3}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d2d2da5d23f0f211/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d2d2da5d23f0f211/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..4f4af03c8bab9f33affbce17bb5f547ac351cc29
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d2d2da5d23f0f211/run_manifest.json
@@ -0,0 +1,87 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "c17",
+  "started_at": "2026-05-19T15:59:54.351940+00:00",
+  "ended_at": "2026-05-19T16:00:04.517285+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c17_d2d2da5d23f0f211",
+    "problem_id": "v2p_c17_4115dc95e6d94222",
+    "dataset_id": "c17",
+    "template_id": "tpl_tail_low_support_group_count_v2",
+    "template_name": "Low-Support Group Count",
+    "family_id": "tail_rarity_structure",
+    "canonical_subitem_id": "tail_mass_similarity",
+    "intended_facet_id": "tail_ranked_signal",
+    "variant_semantic_role": "rare_extreme_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=release_year.",
+    "bindings": {
+      "group_col": "release_year",
+      "top_k": 15,
+      "top_n": 5,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.05,
+      "baseline_multiplier": 1.75,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 4,
+      "measure_threshold": 2019.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};",
+    "notes": [
+      "default_facets=tail_ranked_signal",
+      "template_selection_mode=rule",
+      "problem_index_within_template=6",
+      "sql_variant_index=2/2",
+      "binding_index=125"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 11,
+    "problem_index_within_template": 6,
+    "sql_variant_index": 2,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_d2d2da5d23f0f211.sql",
+  "usage_summary": {
+    "dataset_id": "c17",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c17_d2d2da5d23f0f211",
+    "api_calls": 0,
+    "input_tokens": 14657,
+    "cached_input_tokens": 12032,
+    "output_tokens": 404,
+    "total_tokens": 15061,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 10154.52,
+    "sql_execution_elapsed_ms_total": 5.3,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d2d2da5d23f0f211/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d2d2da5d23f0f211/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d2d2da5d23f0f211/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..060dd47b6b0522b0f67861b74eb2596c77e9cf05
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d2d2da5d23f0f211/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T16:00:04.510203+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10154.52, "started_at": "2026-05-19T15:59:54.353969+00:00", "ended_at": "2026-05-19T16:00:04.508521+00:00", "prompt_metrics": {"chars": 9169, "bytes_utf8": 9171, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 373, "bytes_utf8": 373, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14657, "cached_input_tokens": 12032, "output_tokens": 404, "reasoning_output_tokens": 303}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n    \\\"release_year\\\",\\n    COUNT(*) AS \\\"support\\\"\\nFROM \\\"c17\\\"\\nGROUP BY \\\"release_year\\\"\\nORDER BY \\\"support\\\" ASC, \\\"release_year\\\"\\nLIMIT 15;\",\"notes\":\"Applies the Low-Support Group Count template with group_col bound to \\\"release_year\\\" and returns the 15 release years with the smallest support.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d2d2da5d23f0f211/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d2d2da5d23f0f211/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..a2c86d44694bc01e22e0178a00771fa0b8c7afc1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d2d2da5d23f0f211/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c17",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c17_d2d2da5d23f0f211",
+  "api_calls": 0,
+  "input_tokens": 14657,
+  "cached_input_tokens": 12032,
+  "output_tokens": 404,
+  "total_tokens": 15061,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 10154.52,
+  "sql_execution_elapsed_ms_total": 5.3,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d2d2da5d23f0f211/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d8af18624e999d03/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d8af18624e999d03/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..402adde4a9e47925d44fe9ecb4d48685b32a6ee1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d8af18624e999d03/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=release_year.
+Result preview: [{"empirical_cdf_at_threshold": 0.8245713636879755}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d8af18624e999d03/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d8af18624e999d03/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..c65e8b182e9d74132ec96c0775426ee0b998a802
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_d8af18624e999d03/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T15:57:43.573812+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2719.35, "started_at": "2026-05-19T15:57:40.853566+00:00", "ended_at": "2026-05-19T15:57:43.572941+00:00", "prompt_metrics": {"chars": 9114, "bytes_utf8": 9116, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f5-0996-70b1-a657-f6cc85e41ccb\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "}
+{"timestamp": "2026-05-19T15:57:52.808049+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 8232.03, "started_at": "2026-05-19T15:57:44.575207+00:00", "ended_at": "2026-05-19T15:57:52.807280+00:00", "prompt_metrics": {"chars": 9114, "bytes_utf8": 9116, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 375, "bytes_utf8": 375, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14636, "cached_input_tokens": 13696, "output_tokens": 276, "reasoning_output_tokens": 167}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"release_year\\\" AS REAL) <= 2019.0 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"c17\\\";\",\"notes\":\"Applied the Threshold Rarity CDF template with measure_col bound to \\\"release_year\\\" and threshold fixed at 2019.0; cast \\\"release_year\\\" to REAL because the schema stores it as TEXT.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_dcf957361c4b827d/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_dcf957361c4b827d/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..053687e5200444f04e4e8ea1b499c79f06dfeddf
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_dcf957361c4b827d/final_answer.txt
@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"director": "", "support": 2634, "avg_response": 2016.5227790432803}, {"director": "Rajiv Chilaka", "support": 19, "avg_response": 2012.2631578947369}, {"director": "Raúl Campos, Jan Suter", "support": 18, "avg_response": 2017.5}, {"director": "Marcus Raboy", "support": 16, "avg_response": 2017.5625}, {"director": "Suhas Kadav", "support": 16, "avg_response": 2017.0}]}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_dcf957361c4b827d/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_dcf957361c4b827d/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..423163b377ea62698a80fe3ec58c3e8f63c4a0c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_dcf957361c4b827d/generated_sql.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: c17
+-- family_id: cardinality_structure
+-- canonical_subitem_id: high_cardinality_response_stability
+-- intended_facet_id: target_cardinality_cross_section
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_cardinality_high_card_response_stability
+-- query_record_id: v2q_c17_dcf957361c4b827d
+-- problem_id: v2p_c17_3532e876320f4a71
+-- realization_mode: deterministic
+-- source_kind: deterministic
+SELECT
+    "director",
+    COUNT(*) AS support,
+    AVG("release_year") AS avg_response
+FROM "c17"
+GROUP BY "director"
+HAVING COUNT(*) >= 5.0
+ORDER BY support DESC, avg_response DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_dcf957361c4b827d/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_dcf957361c4b827d/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..0d73b209c8a1626326aa5c934f1620268debe5e9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_dcf957361c4b827d/query_results.jsonl
@@ -0,0 +1 @@
+{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_b\n-- sql_source_dataset_id: c17\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_c17_dcf957361c4b827d\n-- problem_id: v2p_c17_3532e876320f4a71\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n    \"director\",\n    COUNT(*) AS support,\n    AVG(\"release_year\") AS avg_response\nFROM \"c17\"\nGROUP BY \"director\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_b\\n-- sql_source_dataset_id: c17\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_c17_dcf957361c4b827d\\n-- problem_id: v2p_c17_3532e876320f4a71\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n    \\\"director\\\",\\n    COUNT(*) AS support,\\n    AVG(\\\"release_year\\\") AS avg_response\\nFROM \\\"c17\\\"\\nGROUP BY \\\"director\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"director\", \"support\", \"avg_response\"], \"rows\": [{\"director\": \"\", \"support\": 2634, \"avg_response\": 2016.5227790432803}, {\"director\": \"Rajiv Chilaka\", \"support\": 19, \"avg_response\": 2012.2631578947369}, {\"director\": \"Raúl Campos, Jan Suter\", \"support\": 18, \"avg_response\": 2017.5}, {\"director\": \"Marcus Raboy\", \"support\": 16, \"avg_response\": 2017.5625}, {\"director\": \"Suhas Kadav\", \"support\": 16, \"avg_response\": 2017.0}, {\"director\": \"Jay Karas\", \"support\": 14, \"avg_response\": 2016.0714285714287}, {\"director\": \"Cathy Garcia-Molina\", \"support\": 13, \"avg_response\": 2014.4615384615386}, {\"director\": \"Jay Chapman\", \"support\": 12, \"avg_response\": 2015.0}, {\"director\": \"Martin Scorsese\", \"support\": 12, \"avg_response\": 1996.3333333333333}, {\"director\": \"Youssef Chahine\", \"support\": 12, \"avg_response\": 1976.4166666666667}, {\"director\": \"Steven Spielberg\", \"support\": 11, \"avg_response\": 1998.3636363636363}, {\"director\": \"Don Michael Paul\", \"support\": 10, \"avg_response\": 2017.0}, {\"director\": \"David Dhawan\", \"support\": 9, \"avg_response\": 2005.4444444444443}, {\"director\": \"Fernando Ayllón\", \"support\": 8, \"avg_response\": 2019.0}, {\"director\": \"Ryan Polito\", \"support\": 8, \"avg_response\": 2017.125}, {\"director\": \"Lance Bangs\", \"support\": 8, \"avg_response\": 2015.875}, {\"director\": \"Troy Miller\", \"support\": 8, \"avg_response\": 2015.75}, {\"director\": \"Kunle Afolayan\", \"support\": 8, \"avg_response\": 2015.625}, {\"director\": \"Shannon Hartman\", \"support\": 8, \"avg_response\": 2014.25}, {\"director\": \"Hakan Algül\", \"support\": 8, \"avg_response\": 2013.875}, {\"director\": \"Yılmaz Erdoğan\", \"support\": 8, \"avg_response\": 2010.25}, {\"director\": \"Robert Rodriguez\", \"support\": 8, \"avg_response\": 2008.0}, {\"director\": \"Quentin Tarantino\", \"support\": 8, \"avg_response\": 2006.125}, {\"director\": \"Johnnie To\", \"support\": 8, \"avg_response\": 2003.875}, {\"director\": \"Prakash Satam\", \"support\": 7, \"avg_response\": 2019.5714285714287}, {\"director\": \"Justin G. Dyck\", \"support\": 7, \"avg_response\": 2017.5714285714287}, {\"director\": \"Omoni Oboli\", \"support\": 7, \"avg_response\": 2016.4285714285713}, {\"director\": \"Mae Czarina Cruz\", \"support\": 7, \"avg_response\": 2016.2857142857142}, {\"director\": \"S.S. Rajamouli\", \"support\": 7, \"avg_response\": 2015.857142857143}, {\"director\": \"Hidenori Inoue\", \"support\": 7, \"avg_response\": 2015.0}, {\"director\": \"Ozan Açıktan\", \"support\": 7, \"avg_response\": 2014.7142857142858}, {\"director\": \"Ron Howard\", \"support\": 7, \"avg_response\": 2012.0}, {\"director\": \"McG\", \"support\": 7, \"avg_response\": 2011.7142857142858}, {\"director\": \"Ram Gopal Varma\", \"support\": 7, \"avg_response\": 2005.7142857142858}, {\"director\": \"Toshiya Shinohara\", \"support\": 7, \"avg_response\": 2002.7142857142858}, {\"director\": \"Clint Eastwood\", \"support\": 7, \"avg_response\": 2002.0}, {\"director\": \"Joey So\", \"support\": 6, \"avg_response\": 2019.5}, {\"director\": \"Vlad Yudin\", \"support\": 6, \"avg_response\": 2017.1666666666667}, {\"director\": \"Robert Vince\", \"support\": 6, \"avg_response\": 2016.6666666666667}, {\"director\": \"Matt Askem\", \"support\": 6, \"avg_response\": 2015.1666666666667}, {\"director\": \"Hanung Bramantyo\", \"support\": 6, \"avg_response\": 2014.0}, {\"director\": \"Sameh Abdulaziz\", \"support\": 6, \"avg_response\": 2013.6666666666667}, {\"director\": \"Imtiaz Ali\", \"support\": 6, \"avg_response\": 2013.0}, {\"director\": \"Wenn V. Deramas\", \"support\": 6, \"avg_response\": 2012.5}, {\"director\": \"Steven Soderbergh\", \"support\": 6, \"avg_response\": 2011.5}, {\"director\": \"Milan Luthria\", \"support\": 6, \"avg_response\": 2010.6666666666667}, {\"director\": \"Noah Baumbach\", \"support\": 6, \"avg_response\": 2010.5}, {\"director\": \"Ashutosh Gowariker\", \"support\": 6, \"avg_response\": 2009.5}, {\"director\": \"Anees Bazmee\", \"support\": 6, \"avg_response\": 2008.8333333333333}, {\"director\": \"David Fincher\", \"support\": 6, \"avg_response\": 2007.8333333333333}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.16}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_dcf957361c4b827d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_dcf957361c4b827d/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..5f2bbe5281c3a0f057d06a6608f56004719b9a05
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_dcf957361c4b827d/run_manifest.json
@@ -0,0 +1,60 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "c17",
+  "started_at": "2026-05-19T16:03:15.489240+00:00",
+  "ended_at": "2026-05-19T16:03:15.496193+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c17_dcf957361c4b827d",
+    "problem_id": "v2p_c17_3532e876320f4a71",
+    "dataset_id": "c17",
+    "template_id": "tpl_cardinality_high_card_response_stability",
+    "template_name": "High-Cardinality Response Stability",
+    "family_id": "cardinality_structure",
+    "canonical_subitem_id": "high_cardinality_response_stability",
+    "intended_facet_id": "target_cardinality_cross_section",
+    "variant_semantic_role": "focused_target_view",
+    "subitem_assignment_source": "template_fixed",
+    "source_kind": "deterministic",
+    "realization_mode": "deterministic",
+    "gate_priority": "deterministic",
+    "extended_family": true,
+    "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=release_year, key_col=director.",
+    "bindings": {
+      "key_col": "director",
+      "measure_col": "release_year",
+      "min_support": 5
+    },
+    "binding_roles": [
+      "key_col",
+      "target_col"
+    ],
+    "coverage_target_min": "enumerate_all_applicable",
+    "runtime_sql_skeleton": "SELECT\n    {key_col},\n    COUNT(*) AS support,\n    AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;",
+    "notes": [
+      "default_facets=target_cardinality_cross_section",
+      "template_selection_mode=deterministic",
+      "problem_index_within_template=3",
+      "sql_variant_index=1/1"
+    ],
+    "template_selection_mode": "deterministic",
+    "selected_template_rank": 0,
+    "problem_index_within_template": 3,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_dcf957361c4b827d.sql",
+  "usage_summary": {
+    "engine": "template",
+    "input_tokens": 0,
+    "cached_input_tokens": 0,
+    "output_tokens": 0,
+    "total_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "none"
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_dcf957361c4b827d/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_dcf957361c4b827d/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_dcf957361c4b827d/usage_summary.json
@@ -0,0 +1,9 @@
+{
+  "engine": "template",
+  "input_tokens": 0,
+  "cached_input_tokens": 0,
+  "output_tokens": 0,
+  "total_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "none"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_dfc6ff6d8f4b7337/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_dfc6ff6d8f4b7337/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a619c95f858e8b55cb398530f598ca5367bdef57
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_dfc6ff6d8f4b7337/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=release_year.
+Result preview: [{"release_year": 2021}, {"release_year": 2021}, {"release_year": 2021}, {"release_year": 2021}, {"release_year": 2021}] Results were truncated.
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_dfc6ff6d8f4b7337/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_dfc6ff6d8f4b7337/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..47ce9b82efdfa9b4704f4f3b64e8fa0af7b28d99
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_dfc6ff6d8f4b7337/generated_sql.sql
@@ -0,0 +1,22 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: c17
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_set_consistency
+-- intended_facet_id: low_support_extremes
+-- variant_semantic_role: rare_extreme_view
+-- template_id: tpl_m4_quantile_tail_slice
+-- query_record_id: v2q_c17_dfc6ff6d8f4b7337
+-- problem_id: v2p_c17_fe246bcf0fc735d9
+-- realization_mode: agent
+-- source_kind: agent
+WITH "buckets" AS (
+    SELECT CAST("release_year" AS INTEGER) AS "release_year",
+           NTILE(10) OVER (ORDER BY CAST("release_year" AS INTEGER) DESC) AS "tail_bucket"
+    FROM "c17"
+)
+SELECT "release_year"
+FROM "buckets"
+WHERE "tail_bucket" = 1
+ORDER BY "release_year" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_dfc6ff6d8f4b7337/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_dfc6ff6d8f4b7337/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..a93480a7f1ff45a80365b2b8590d7ba964478ef4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_dfc6ff6d8f4b7337/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_quantile_tail_slice\nWITH \"buckets\" AS (\n    SELECT CAST(\"release_year\" AS INTEGER) AS \"release_year\",\n           NTILE(10) OVER (ORDER BY CAST(\"release_year\" AS INTEGER) DESC) AS \"tail_bucket\"\n    FROM \"c17\"\n)\nSELECT \"release_year\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY \"release_year\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n    SELECT CAST(\\\"release_year\\\" AS INTEGER) AS \\\"release_year\\\",\\n           NTILE(10) OVER (ORDER BY CAST(\\\"release_year\\\" AS INTEGER) DESC) AS \\\"tail_bucket\\\"\\n    FROM \\\"c17\\\"\\n)\\nSELECT \\\"release_year\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"release_year\\\" DESC;\", \"columns\": [\"release_year\"], \"rows\": [{\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}, {\"release_year\": 2021}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 12.37}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_dfc6ff6d8f4b7337/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_dfc6ff6d8f4b7337/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..4eabddbe5ec6a7f5e052f41c89c10ca32fd5d24c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_dfc6ff6d8f4b7337/run_manifest.json
@@ -0,0 +1,87 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "c17",
+  "started_at": "2026-05-19T15:42:24.061010+00:00",
+  "ended_at": "2026-05-19T15:42:39.699606+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c17_dfc6ff6d8f4b7337",
+    "problem_id": "v2p_c17_fe246bcf0fc735d9",
+    "dataset_id": "c17",
+    "template_id": "tpl_m4_quantile_tail_slice",
+    "template_name": "Quantile Tail Slice",
+    "family_id": "tail_rarity_structure",
+    "canonical_subitem_id": "tail_set_consistency",
+    "intended_facet_id": "low_support_extremes",
+    "variant_semantic_role": "rare_extreme_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=release_year.",
+    "bindings": {
+      "measure_col": "release_year",
+      "top_k": 10,
+      "top_n": 4,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 2019.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "WITH buckets AS (\n    SELECT {measure_col},\n           NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n    FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;",
+    "notes": [
+      "default_facets=low_support_extremes",
+      "template_selection_mode=rule",
+      "problem_index_within_template=6",
+      "sql_variant_index=1/1",
+      "binding_index=65"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 6,
+    "problem_index_within_template": 6,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_dfc6ff6d8f4b7337.sql",
+  "usage_summary": {
+    "dataset_id": "c17",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c17_dfc6ff6d8f4b7337",
+    "api_calls": 0,
+    "input_tokens": 14700,
+    "cached_input_tokens": 13696,
+    "output_tokens": 665,
+    "total_tokens": 15365,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 15620.03,
+    "sql_execution_elapsed_ms_total": 12.37,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_dfc6ff6d8f4b7337/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_dfc6ff6d8f4b7337/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_dfc6ff6d8f4b7337/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..6f2ced021fe1d3c265cc6b0ec179dee1b5ea9882
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_dfc6ff6d8f4b7337/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:42:39.685713+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15620.03, "started_at": "2026-05-19T15:42:24.064755+00:00", "ended_at": "2026-05-19T15:42:39.684821+00:00", "prompt_metrics": {"chars": 9348, "bytes_utf8": 9350, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 541, "bytes_utf8": 541, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14700, "cached_input_tokens": 13696, "output_tokens": 665, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n    SELECT CAST(\\\"release_year\\\" AS INTEGER) AS \\\"release_year\\\",\\n           NTILE(10) OVER (ORDER BY CAST(\\\"release_year\\\" AS INTEGER) DESC) AS \\\"tail_bucket\\\"\\n    FROM \\\"c17\\\"\\n)\\nSELECT \\\"release_year\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"release_year\\\" DESC;\",\"notes\":\"Uses the Quantile Tail Slice template with measure_col bound to \\\"release_year\\\" and num_tiles=10. CAST is applied so the tail bucket is computed numerically in SQLite.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_dfc6ff6d8f4b7337/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_dfc6ff6d8f4b7337/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..c2689d2ffa8d97c8c4b18e2512e8064e5515cb2b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_dfc6ff6d8f4b7337/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c17",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c17_dfc6ff6d8f4b7337",
+  "api_calls": 0,
+  "input_tokens": 14700,
+  "cached_input_tokens": 13696,
+  "output_tokens": 665,
+  "total_tokens": 15365,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 15620.03,
+  "sql_execution_elapsed_ms_total": 12.37,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_dfc6ff6d8f4b7337/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e1e8445dcc7d51a1/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e1e8445dcc7d51a1/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..51a7364cf6813d59b8012f925037922b9faad645
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e1e8445dcc7d51a1/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=rating, measure_col=release_year.
+Result preview: [{"rating": "TV-MA", "group_value": 6467434.0}, {"rating": "TV-14", "group_value": 4349496.0}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e1e8445dcc7d51a1/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e1e8445dcc7d51a1/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..a9b51b501d843bacd1a7b422e9b0ee6b6ad4c2d9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e1e8445dcc7d51a1/generated_sql.sql
@@ -0,0 +1,28 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: c17
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_mass_similarity
+-- intended_facet_id: tail_ranked_signal
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_tpch_relative_total_threshold
+-- query_record_id: v2q_c17_e1e8445dcc7d51a1
+-- problem_id: v2p_c17_10f56d4a7621a44c
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT
+        "rating",
+        SUM(CAST(NULLIF("release_year", '') AS REAL)) AS group_value
+    FROM "c17"
+    GROUP BY "rating"
+), total AS (
+    SELECT SUM(group_value) AS total_value
+    FROM grouped
+)
+SELECT g."rating", g.group_value
+FROM grouped AS g
+CROSS JOIN total AS t
+WHERE g.group_value > t.total_value * 0.1
+ORDER BY g.group_value DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e1e8445dcc7d51a1/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e1e8445dcc7d51a1/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..cb6c59f111b5c14a21f2df4cc0cdb0c936d50357
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e1e8445dcc7d51a1/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n    SELECT\n        \"rating\",\n        SUM(CAST(NULLIF(\"release_year\", '') AS REAL)) AS group_value\n    FROM \"c17\"\n    GROUP BY \"rating\"\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.\"rating\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.1\nORDER BY g.group_value DESC;", "result": "{\"query\": \"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n    SELECT\\n        \\\"rating\\\",\\n        SUM(CAST(NULLIF(\\\"release_year\\\", '') AS REAL)) AS group_value\\n    FROM \\\"c17\\\"\\n    GROUP BY \\\"rating\\\"\\n), total AS (\\n    SELECT SUM(group_value) AS total_value\\n    FROM grouped\\n)\\nSELECT g.\\\"rating\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.1\\nORDER BY g.group_value DESC;\", \"columns\": [\"rating\", \"group_value\"], \"rows\": [{\"rating\": \"TV-MA\", \"group_value\": 6467434.0}, {\"rating\": \"TV-14\", \"group_value\": 4349496.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.89}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e1e8445dcc7d51a1/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e1e8445dcc7d51a1/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..861791078cde323bf40df00a4c26a996b5504ef4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e1e8445dcc7d51a1/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "c17",
+  "started_at": "2026-05-19T15:46:07.240236+00:00",
+  "ended_at": "2026-05-19T15:46:27.464386+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c17_e1e8445dcc7d51a1",
+    "problem_id": "v2p_c17_10f56d4a7621a44c",
+    "dataset_id": "c17",
+    "template_id": "tpl_tpch_relative_total_threshold",
+    "template_name": "Relative-to-Total Extreme Threshold",
+    "family_id": "tail_rarity_structure",
+    "canonical_subitem_id": "tail_mass_similarity",
+    "intended_facet_id": "tail_ranked_signal",
+    "variant_semantic_role": "count_distribution",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=rating, measure_col=release_year.",
+    "bindings": {
+      "group_col": "rating",
+      "measure_col": "release_year",
+      "top_k": 13,
+      "top_n": 5,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 2019.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col}, SUM({measure_col}) AS group_value\n    FROM {table}\n    GROUP BY {group_col}\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;",
+    "notes": [
+      "default_facets=tail_ranked_signal",
+      "template_selection_mode=rule",
+      "problem_index_within_template=7",
+      "sql_variant_index=1/2",
+      "binding_index=78"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 7,
+    "problem_index_within_template": 7,
+    "sql_variant_index": 1,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_e1e8445dcc7d51a1.sql",
+  "usage_summary": {
+    "dataset_id": "c17",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c17_e1e8445dcc7d51a1",
+    "api_calls": 0,
+    "input_tokens": 14781,
+    "cached_input_tokens": 12032,
+    "output_tokens": 690,
+    "total_tokens": 15471,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 20204.88,
+    "sql_execution_elapsed_ms_total": 11.89,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e1e8445dcc7d51a1/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e1e8445dcc7d51a1/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e1e8445dcc7d51a1/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..f0f713a26d1589eca4abff5421923e2d46416981
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e1e8445dcc7d51a1/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:46:27.449456+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 20204.88, "started_at": "2026-05-19T15:46:07.243080+00:00", "ended_at": "2026-05-19T15:46:27.448045+00:00", "prompt_metrics": {"chars": 9728, "bytes_utf8": 9730, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 673, "bytes_utf8": 673, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14781, "cached_input_tokens": 12032, "output_tokens": 690, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n    SELECT\\n        \\\"rating\\\",\\n        SUM(CAST(NULLIF(\\\"release_year\\\", '') AS REAL)) AS group_value\\n    FROM \\\"c17\\\"\\n    GROUP BY \\\"rating\\\"\\n), total AS (\\n    SELECT SUM(group_value) AS total_value\\n    FROM grouped\\n)\\nSELECT g.\\\"rating\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.1\\nORDER BY g.group_value DESC;\",\"notes\":\"Uses the planned relative-to-total threshold template with group_col=\\\"rating\\\" and measure_col=\\\"release_year\\\". \\\"release_year\\\" is cast to REAL, and empty strings are converted to NULL before summation.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e1e8445dcc7d51a1/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e1e8445dcc7d51a1/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..3869c9b0807000e97072ea64b7bd5970d82560a2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e1e8445dcc7d51a1/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c17",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c17_e1e8445dcc7d51a1",
+  "api_calls": 0,
+  "input_tokens": 14781,
+  "cached_input_tokens": 12032,
+  "output_tokens": 690,
+  "total_tokens": 15471,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 20204.88,
+  "sql_execution_elapsed_ms_total": 11.89,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e1e8445dcc7d51a1/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e2862eb3a7de4d80/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e2862eb3a7de4d80/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f52b49197acb970463b02e59c63cb6748c5acbb3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e2862eb3a7de4d80/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=type, measure_col=release_year.
+Result preview: [{"type": "TV Show", "cast": "David Attenborough", "total_measure": 28172, "share_within_group": 0.6006326129096357}, {"type": "Movie", "cast": "Vatsal Dubey, Julie Tejwani, Rupa Bhimani, Jigna Bhardwaj, Rajesh Kava, Mousam, Swapnil", "total_measure": 26158, "share_within_group": 0.22975786886445349}, {"type": "Movie", "cast": "Samuel West", "total_measure": 20134, "share_within_group": 0.1768462776862492}, {"type": "TV Show", "cast": "Michela Luci, Jamie Watson, Anna Claire Bartlam, Dante Zee, Eric Peterson", "total_measure": 8073, "share_within_group": 0.17211795697925203}, {"type": "TV Show", "cast": "Dave Chappelle", "total_measure": 6039, "share_within_group": 0.12875267461881618}] Results were truncated.
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e2862eb3a7de4d80/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e2862eb3a7de4d80/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..5208d9850274c767b03a7014b9e5fa4f1a11720d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e2862eb3a7de4d80/generated_sql.sql
@@ -0,0 +1,23 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: c17
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_tpcds_within_group_share
+-- query_record_id: v2q_c17_e2862eb3a7de4d80
+-- problem_id: v2p_c17_897ed53e281472ab
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "type", "cast",
+       SUM(CAST("release_year" AS INTEGER)) AS total_measure,
+       SUM(CAST("release_year" AS INTEGER)) * 100.0 / SUM(SUM(CAST("release_year" AS INTEGER))) OVER (PARTITION BY "type") AS share_within_group
+FROM "c17"
+WHERE "cast" IS NOT NULL
+  AND "cast" <> ''
+  AND "release_year" IS NOT NULL
+  AND "release_year" <> ''
+GROUP BY "type", "cast"
+ORDER BY share_within_group DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e2862eb3a7de4d80/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e2862eb3a7de4d80/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..362693483caad3f3fe090bbad7e2eba0fa022f48
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e2862eb3a7de4d80/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"type\", \"cast\",\n       SUM(CAST(\"release_year\" AS INTEGER)) AS total_measure,\n       SUM(CAST(\"release_year\" AS INTEGER)) * 100.0 / SUM(SUM(CAST(\"release_year\" AS INTEGER))) OVER (PARTITION BY \"type\") AS share_within_group\nFROM \"c17\"\nWHERE \"cast\" IS NOT NULL\n  AND \"cast\" <> ''\n  AND \"release_year\" IS NOT NULL\n  AND \"release_year\" <> ''\nGROUP BY \"type\", \"cast\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"type\\\", \\\"cast\\\",\\n       SUM(CAST(\\\"release_year\\\" AS INTEGER)) AS total_measure,\\n       SUM(CAST(\\\"release_year\\\" AS INTEGER)) * 100.0 / SUM(SUM(CAST(\\\"release_year\\\" AS INTEGER))) OVER (PARTITION BY \\\"type\\\") AS share_within_group\\nFROM \\\"c17\\\"\\nWHERE \\\"cast\\\" IS NOT NULL\\n  AND \\\"cast\\\" <> ''\\n  AND \\\"release_year\\\" IS NOT NULL\\n  AND \\\"release_year\\\" <> ''\\nGROUP BY \\\"type\\\", \\\"cast\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"type\", \"cast\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"type\": \"TV Show\", \"cast\": \"David Attenborough\", \"total_measure\": 28172, \"share_within_group\": 0.6006326129096357}, {\"type\": \"Movie\", \"cast\": \"Vatsal Dubey, Julie Tejwani, Rupa Bhimani, Jigna Bhardwaj, Rajesh Kava, Mousam, Swapnil\", \"total_measure\": 26158, \"share_within_group\": 0.22975786886445349}, {\"type\": \"Movie\", \"cast\": \"Samuel West\", \"total_measure\": 20134, \"share_within_group\": 0.1768462776862492}, {\"type\": \"TV Show\", \"cast\": \"Michela Luci, Jamie Watson, Anna Claire Bartlam, Dante Zee, Eric Peterson\", \"total_measure\": 8073, \"share_within_group\": 0.17211795697925203}, {\"type\": \"TV Show\", \"cast\": \"Dave Chappelle\", \"total_measure\": 6039, \"share_within_group\": 0.12875267461881618}, {\"type\": \"Movie\", \"cast\": \"Jeff Dunham\", \"total_measure\": 14094, \"share_within_group\": 0.12379415107330864}, {\"type\": \"Movie\", \"cast\": \"Craig Sechler\", \"total_measure\": 12102, \"share_within_group\": 0.10629748944864348}, {\"type\": \"Movie\", \"cast\": \"Kevin Hart\", \"total_measure\": 12082, \"share_within_group\": 0.10612182015522315}, {\"type\": \"Movie\", \"cast\": \"David Spade, London Hughes, Fortune Feimster\", \"total_measure\": 10104, \"share_within_group\": 0.08874812703595221}, {\"type\": \"Movie\", \"cast\": \"Michela Luci, Jamie Watson, Eric Peterson, Anna Claire Bartlam, Nicolas Aqui, Cory Doran, Julie Lemieux, Derek McGrath\", \"total_measure\": 10097, \"share_within_group\": 0.0886866427832551}, {\"type\": \"Movie\", \"cast\": \"Iliza Shlesinger\", \"total_measure\": 10081, \"share_within_group\": 0.08854610734851884}, {\"type\": \"Movie\", \"cast\": \"David Attenborough\", \"total_measure\": 10077, \"share_within_group\": 0.08851097348983476}, {\"type\": \"Movie\", \"cast\": \"Bill Burr\", \"total_measure\": 10072, \"share_within_group\": 0.08846705616647968}, {\"type\": \"Movie\", \"cast\": \"Jim Gaffigan\", \"total_measure\": 10057, \"share_within_group\": 0.08833530419641443}, {\"type\": \"TV Show\", \"cast\": \"Jake Foushee, Jason Marnocha, Linsay Rousseau, Joe Zieja, Frank Todaro, Bill Rogers, Keith Silverstein, Edward Bosco, Tessho Genda, Ryohei Kimura, Kikuko Inoue, Kazuhiko Inoue, Chafurin\", \"total_measure\": 4041, \"share_within_group\": 0.08615491937980398}, {\"type\": \"TV Show\", \"cast\": \"Nadiya Hussain\", \"total_measure\": 4041, \"share_within_group\": 0.08615491937980398}, {\"type\": \"TV Show\", \"cast\": \"Paik Jong-won\", \"total_measure\": 4041, \"share_within_group\": 0.08615491937980398}, {\"type\": \"TV Show\", \"cast\": \"Marie Kondo\", \"total_measure\": 4040, \"share_within_group\": 0.08613359918198665}, {\"type\": \"TV Show\", \"cast\": \"Nicole Byer, Jacques Torres\", \"total_measure\": 4040, \"share_within_group\": 0.08613359918198665}, {\"type\": \"TV Show\", \"cast\": \"R. Kelly\", \"total_measure\": 4039, \"share_within_group\": 0.08611227898416933}, {\"type\": \"TV Show\", \"cast\": \"Anitta\", \"total_measure\": 4038, \"share_within_group\": 0.086090958786352}, {\"type\": \"TV Show\", \"cast\": \"Elyse Maloway, Vincent Tong, Erin Matthews, Andrea Libman, Alessandro Juliani, Nicole Anthony, Ian James Corlett, Britt McKillip, Kathleen Barr, Diana Kaarina\", \"total_measure\": 4037, \"share_within_group\": 0.08606963858853468}, {\"type\": \"TV Show\", \"cast\": \"You, Reina Triendl, Yoshimi Tokui, Azusa Babazono, Ryota Yamasato, Shono Hayama\", \"total_measure\": 4037, \"share_within_group\": 0.08606963858853468}, {\"type\": \"TV Show\", \"cast\": \"Mattea Conforti, Kobi Frumer\", \"total_measure\": 4036, \"share_within_group\": 0.08604831839071736}, {\"type\": \"TV Show\", \"cast\": \"Shahd El Yaseen, Shaila Sabt, Hala, Hanadi Al-Kandari, Salma Salem, Ibrahim Al-Harbi, Mahmoud Boushahri, Yousef Al Balushi, Ghorour, Abdullah Al-bloshi\", \"total_measure\": 4036, \"share_within_group\": 0.08604831839071736}, {\"type\": \"TV Show\", \"cast\": \"Bob Brisbane\", \"total_measure\": 4035, \"share_within_group\": 0.08602699819290004}, {\"type\": \"TV Show\", \"cast\": \"Piers Morgan\", \"total_measure\": 4035, \"share_within_group\": 0.08602699819290004}, {\"type\": \"TV Show\", \"cast\": \"Chloe Marsden, Aaron Marsden, María Esnoz\", \"total_measure\": 4034, \"share_within_group\": 0.08600567799508271}, {\"type\": \"TV Show\", \"cast\": \"Morgan Freeman\", \"total_measure\": 4034, \"share_within_group\": 0.08600567799508271}, {\"type\": \"TV Show\", \"cast\": \"Nicholas Day\", \"total_measure\": 4034, \"share_within_group\": 0.08600567799508271}, {\"type\": \"TV Show\", \"cast\": \"Robert Clotworthy\", \"total_measure\": 4034, \"share_within_group\": 0.08600567799508271}, {\"type\": \"TV Show\", \"cast\": \"Phil Vischer, Mike Nawrocki, Rob Paulsen, Tress MacNeille\", \"total_measure\": 4033, \"share_within_group\": 0.08598435779726539}, {\"type\": \"TV Show\", \"cast\": \"Bettany Hughes\", \"total_measure\": 4031, \"share_within_group\": 0.08594171740163074}, {\"type\": \"TV Show\", \"cast\": \"Brennan Mejia, Camille Hyde, Yoshi Sudarso, Michael Taber, James Davies, Claire Blackwelder\", \"total_measure\": 4031, \"share_within_group\": 0.08594171740163074}, {\"type\": \"TV Show\", \"cast\": \"Chris Packham\", \"total_measure\": 4031, \"share_within_group\": 0.08594171740163074}, {\"type\": \"TV Show\", \"cast\": \"Monty Don\", \"total_measure\": 4028, \"share_within_group\": 0.08587775680817877}, {\"type\": \"TV Show\", \"cast\": \"Erik Thompson\", \"total_measure\": 4024, \"share_within_group\": 0.08579247601690948}, {\"type\": \"TV Show\", \"cast\": \"Peter Coyote\", \"total_measure\": 4007, \"share_within_group\": 0.08543003265401497}, {\"type\": \"TV Show\", \"cast\": \"Bob Ross\", \"total_measure\": 3985, \"share_within_group\": 0.08496098830203386}, {\"type\": \"Movie\", \"cast\": \"Aishwarya Rajesh, Vidhu, Surya Ganapathy, Madhuri, Pavel Navageethan, Avantika Vandanapu\", \"total_measure\": 8084, \"share_within_group\": 0.07100552840049859}, {\"type\": \"Movie\", \"cast\": \"Vir Das\", \"total_measure\": 8075, \"share_within_group\": 0.07092647721845943}, {\"type\": \"Movie\", \"cast\": \"Jay O. Sanders\", \"total_measure\": 8071, \"share_within_group\": 0.07089134335977537}, {\"type\": \"Movie\", \"cast\": \"Jim Jefferies\", \"total_measure\": 8068, \"share_within_group\": 0.07086499296576232}, {\"type\": \"Movie\", \"cast\": \"Tom Segura\", \"total_measure\": 8068, \"share_within_group\": 0.07086499296576232}, {\"type\": \"Movie\", \"cast\": \"Prabhas, Rana Daggubati, Anushka Shetty, Tamannaah Bhatia, Sathyaraj, Nassar, Ramya Krishnan, Sudeep\", \"total_measure\": 8060, \"share_within_group\": 0.07079472524839418}, {\"type\": \"Movie\", \"cast\": \"Mike Birbiglia\", \"total_measure\": 8057, \"share_within_group\": 0.07076837485438113}, {\"type\": \"Movie\", \"cast\": \"Damandeep Singh Baggan, Smita Malhotra, Baba Sehgal\", \"total_measure\": 8044, \"share_within_group\": 0.07065418981365792}, {\"type\": \"Movie\", \"cast\": \"Sam Kinison\", \"total_measure\": 7985, \"share_within_group\": 0.07013596539806793}, {\"type\": \"Movie\", \"cast\": \"Bill Hicks\", \"total_measure\": 7965, \"share_within_group\": 0.0699602961046476}, {\"type\": \"Movie\", \"cast\": \"Samantha Ruth Prabhu, Lakshmi, Rajendraprasad, Naga Shourya, Rao Ramesh, Teja Sajja, Pragathi, Jagapathi Babu, Aishwarya, Urvashi\", \"total_measure\": 6057, \"share_within_group\": 0.05320144551234784}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 47.62}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e2862eb3a7de4d80/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e2862eb3a7de4d80/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..b3954a1dcde32d86b1b43c61e6487368ed1d932d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e2862eb3a7de4d80/run_manifest.json
@@ -0,0 +1,91 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "c17",
+  "started_at": "2026-05-19T15:37:30.892625+00:00",
+  "ended_at": "2026-05-19T15:37:55.180459+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c17_e2862eb3a7de4d80",
+    "problem_id": "v2p_c17_897ed53e281472ab",
+    "dataset_id": "c17",
+    "template_id": "tpl_tpcds_within_group_share",
+    "template_name": "Within-Group Share of Total",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "dependency_strength_similarity",
+    "intended_facet_id": "pairwise_conditional_dependency",
+    "variant_semantic_role": "focused_target_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=type, measure_col=release_year.",
+    "bindings": {
+      "group_col": "type",
+      "measure_col": "release_year",
+      "item_col": "cast",
+      "top_k": 17,
+      "top_n": 4,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.05,
+      "baseline_multiplier": 1.75,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 4,
+      "measure_threshold": 2018.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "item_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n       SUM({measure_col}) AS total_measure,\n       SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;",
+    "notes": [
+      "default_facets=pairwise_conditional_dependency",
+      "template_selection_mode=rule",
+      "problem_index_within_template=9",
+      "sql_variant_index=2/2",
+      "binding_index=32"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 3,
+    "problem_index_within_template": 9,
+    "sql_variant_index": 2,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_e2862eb3a7de4d80.sql",
+  "usage_summary": {
+    "dataset_id": "c17",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c17_e2862eb3a7de4d80",
+    "api_calls": 0,
+    "input_tokens": 14762,
+    "cached_input_tokens": 13696,
+    "output_tokens": 1107,
+    "total_tokens": 15869,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 24234.18,
+    "sql_execution_elapsed_ms_total": 47.62,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e2862eb3a7de4d80/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e2862eb3a7de4d80/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e2862eb3a7de4d80/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..b8afaa146e77050ca55014350f609225178e5598
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e2862eb3a7de4d80/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:37:55.130434+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 24234.18, "started_at": "2026-05-19T15:37:30.895027+00:00", "ended_at": "2026-05-19T15:37:55.129235+00:00", "prompt_metrics": {"chars": 9573, "bytes_utf8": 9575, "lines": 242, "estimated_tokens": null}, "response_metrics": {"chars": 782, "bytes_utf8": 782, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14762, "cached_input_tokens": 13696, "output_tokens": 1107, "reasoning_output_tokens": 897}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"type\\\", \\\"cast\\\",\\n       SUM(CAST(\\\"release_year\\\" AS INTEGER)) AS total_measure,\\n       SUM(CAST(\\\"release_year\\\" AS INTEGER)) * 100.0 / SUM(SUM(CAST(\\\"release_year\\\" AS INTEGER))) OVER (PARTITION BY \\\"type\\\") AS share_within_group\\nFROM \\\"c17\\\"\\nWHERE \\\"cast\\\" IS NOT NULL\\n  AND \\\"cast\\\" <> ''\\n  AND \\\"release_year\\\" IS NOT NULL\\n  AND \\\"release_year\\\" <> ''\\nGROUP BY \\\"type\\\", \\\"cast\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the planned template with group_col=\\\"type\\\", item_col=\\\"cast\\\", and measure_col=CAST(\\\"release_year\\\" AS INTEGER) because the schema stores release_year as TEXT. Blank cast and release_year values are filtered out to avoid missing-value groups and non-informative sums.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e2862eb3a7de4d80/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e2862eb3a7de4d80/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..da94dc5859e2fbfcc96e2e583162f81420c4079b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e2862eb3a7de4d80/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c17",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c17_e2862eb3a7de4d80",
+  "api_calls": 0,
+  "input_tokens": 14762,
+  "cached_input_tokens": 13696,
+  "output_tokens": 1107,
+  "total_tokens": 15869,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 24234.18,
+  "sql_execution_elapsed_ms_total": 47.62,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_e2862eb3a7de4d80/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ea1a0577073ad200/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ea1a0577073ad200/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..10b0ab36cc3bf7624d5b299da289a276fa5ddf2e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ea1a0577073ad200/final_answer.txt
@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"type": "Movie", "total_rows": 6131, "missing_rows": 0, "missing_rate": 0.0}, {"type": "TV Show", "total_rows": 2676, "missing_rows": 0, "missing_rate": 0.0}]}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ea1a0577073ad200/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ea1a0577073ad200/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..4528965bf8ee95980ba37345acb2aef2b2276ef6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ea1a0577073ad200/generated_sql.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: c17
+-- family_id: missingness_structure
+-- canonical_subitem_id: co_missingness_pattern_consistency
+-- intended_facet_id: missing_target_interaction
+-- variant_semantic_role: missing_target_interaction
+-- template_id: tpl_missing_target_interaction
+-- query_record_id: v2q_c17_ea1a0577073ad200
+-- problem_id: v2p_c17_891af62c04bb6a26
+-- realization_mode: deterministic
+-- source_kind: deterministic
+SELECT
+    "type",
+    COUNT(*) AS total_rows,
+    SUM(CASE WHEN "duration" IS NULL THEN 1 ELSE 0 END) AS missing_rows,
+    AVG(CASE WHEN "duration" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate
+FROM "c17"
+GROUP BY "type"
+ORDER BY missing_rate DESC, total_rows DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ea1a0577073ad200/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ea1a0577073ad200/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..d44be87830391b811c94c75163dcc6fd80861d21
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ea1a0577073ad200/query_results.jsonl
@@ -0,0 +1 @@
+{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_b\n-- sql_source_dataset_id: c17\n-- family_id: missingness_structure\n-- canonical_subitem_id: co_missingness_pattern_consistency\n-- intended_facet_id: missing_target_interaction\n-- variant_semantic_role: missing_target_interaction\n-- template_id: tpl_missing_target_interaction\n-- query_record_id: v2q_c17_ea1a0577073ad200\n-- problem_id: v2p_c17_891af62c04bb6a26\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n    \"type\",\n    COUNT(*) AS total_rows,\n    SUM(CASE WHEN \"duration\" IS NULL THEN 1 ELSE 0 END) AS missing_rows,\n    AVG(CASE WHEN \"duration\" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate\nFROM \"c17\"\nGROUP BY \"type\"\nORDER BY missing_rate DESC, total_rows DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_b\\n-- sql_source_dataset_id: c17\\n-- family_id: missingness_structure\\n-- canonical_subitem_id: co_missingness_pattern_consistency\\n-- intended_facet_id: missing_target_interaction\\n-- variant_semantic_role: missing_target_interaction\\n-- template_id: tpl_missing_target_interaction\\n-- query_record_id: v2q_c17_ea1a0577073ad200\\n-- problem_id: v2p_c17_891af62c04bb6a26\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n    \\\"type\\\",\\n    COUNT(*) AS total_rows,\\n    SUM(CASE WHEN \\\"duration\\\" IS NULL THEN 1 ELSE 0 END) AS missing_rows,\\n    AVG(CASE WHEN \\\"duration\\\" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate\\nFROM \\\"c17\\\"\\nGROUP BY \\\"type\\\"\\nORDER BY missing_rate DESC, total_rows DESC;\", \"columns\": [\"type\", \"total_rows\", \"missing_rows\", \"missing_rate\"], \"rows\": [{\"type\": \"Movie\", \"total_rows\": 6131, \"missing_rows\": 0, \"missing_rate\": 0.0}, {\"type\": \"TV Show\", \"total_rows\": 2676, \"missing_rows\": 0, \"missing_rate\": 0.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.29}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ea1a0577073ad200/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ea1a0577073ad200/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..1f963dbda8f72f20407300b644af86a92243b896
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ea1a0577073ad200/run_manifest.json
@@ -0,0 +1,59 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "c17",
+  "started_at": "2026-05-19T16:03:15.426904+00:00",
+  "ended_at": "2026-05-19T16:03:15.431816+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c17_ea1a0577073ad200",
+    "problem_id": "v2p_c17_891af62c04bb6a26",
+    "dataset_id": "c17",
+    "template_id": "tpl_missing_target_interaction",
+    "template_name": "Missingness-Target Interaction",
+    "family_id": "missingness_structure",
+    "canonical_subitem_id": "co_missingness_pattern_consistency",
+    "intended_facet_id": "missing_target_interaction",
+    "variant_semantic_role": "missing_target_interaction",
+    "subitem_assignment_source": "template_fixed",
+    "source_kind": "deterministic",
+    "realization_mode": "deterministic",
+    "gate_priority": "deterministic",
+    "extended_family": false,
+    "question": "Use template Missingness-Target Interaction to probe co_missingness_pattern_consistency with semantic role missing_target_interaction. Focus on target_col=type, missing_col=duration.",
+    "bindings": {
+      "missing_col": "duration",
+      "target_col": "type"
+    },
+    "binding_roles": [
+      "missing_col",
+      "target_col"
+    ],
+    "coverage_target_min": "enumerate_all_applicable",
+    "runtime_sql_skeleton": "SELECT\n    {target_col},\n    COUNT(*) AS total_rows,\n    SUM(CASE WHEN {missing_col} IS NULL THEN 1 ELSE 0 END) AS missing_rows,\n    AVG(CASE WHEN {missing_col} IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate\nFROM {table}\nGROUP BY {target_col}\nORDER BY missing_rate DESC, total_rows DESC;",
+    "notes": [
+      "default_facets=missing_rate_by_subgroup,missing_target_interaction",
+      "template_selection_mode=deterministic",
+      "problem_index_within_template=6",
+      "sql_variant_index=1/1"
+    ],
+    "template_selection_mode": "deterministic",
+    "selected_template_rank": 0,
+    "problem_index_within_template": 6,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_ea1a0577073ad200.sql",
+  "usage_summary": {
+    "engine": "template",
+    "input_tokens": 0,
+    "cached_input_tokens": 0,
+    "output_tokens": 0,
+    "total_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "none"
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ea1a0577073ad200/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ea1a0577073ad200/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_ea1a0577073ad200/usage_summary.json
@@ -0,0 +1,9 @@
+{
+  "engine": "template",
+  "input_tokens": 0,
+  "cached_input_tokens": 0,
+  "output_tokens": 0,
+  "total_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "none"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_f1a1f26071238502/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_f1a1f26071238502/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..10b0ab36cc3bf7624d5b299da289a276fa5ddf2e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_f1a1f26071238502/final_answer.txt
@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"type": "Movie", "total_rows": 6131, "missing_rows": 0, "missing_rate": 0.0}, {"type": "TV Show", "total_rows": 2676, "missing_rows": 0, "missing_rate": 0.0}]}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_f1a1f26071238502/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_f1a1f26071238502/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..dd242c3ad812bd1e000a4a284be10104d46e727f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_f1a1f26071238502/generated_sql.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: c17
+-- family_id: missingness_structure
+-- canonical_subitem_id: co_missingness_pattern_consistency
+-- intended_facet_id: missing_rate_by_subgroup
+-- variant_semantic_role: missing_rate_by_subgroup
+-- template_id: tpl_missing_rate_by_subgroup
+-- query_record_id: v2q_c17_f1a1f26071238502
+-- problem_id: v2p_c17_82dbc643113ae71b
+-- realization_mode: deterministic
+-- source_kind: deterministic
+SELECT
+    "type",
+    COUNT(*) AS total_rows,
+    SUM(CASE WHEN "rating" IS NULL THEN 1 ELSE 0 END) AS missing_rows,
+    AVG(CASE WHEN "rating" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate
+FROM "c17"
+GROUP BY "type"
+ORDER BY missing_rate DESC, total_rows DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_f1a1f26071238502/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_f1a1f26071238502/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..785945ccbe04841196117aea75b19eef8c6f3bc5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_f1a1f26071238502/query_results.jsonl
@@ -0,0 +1 @@
+{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_b\n-- sql_source_dataset_id: c17\n-- family_id: missingness_structure\n-- canonical_subitem_id: co_missingness_pattern_consistency\n-- intended_facet_id: missing_rate_by_subgroup\n-- variant_semantic_role: missing_rate_by_subgroup\n-- template_id: tpl_missing_rate_by_subgroup\n-- query_record_id: v2q_c17_f1a1f26071238502\n-- problem_id: v2p_c17_82dbc643113ae71b\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n    \"type\",\n    COUNT(*) AS total_rows,\n    SUM(CASE WHEN \"rating\" IS NULL THEN 1 ELSE 0 END) AS missing_rows,\n    AVG(CASE WHEN \"rating\" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate\nFROM \"c17\"\nGROUP BY \"type\"\nORDER BY missing_rate DESC, total_rows DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_b\\n-- sql_source_dataset_id: c17\\n-- family_id: missingness_structure\\n-- canonical_subitem_id: co_missingness_pattern_consistency\\n-- intended_facet_id: missing_rate_by_subgroup\\n-- variant_semantic_role: missing_rate_by_subgroup\\n-- template_id: tpl_missing_rate_by_subgroup\\n-- query_record_id: v2q_c17_f1a1f26071238502\\n-- problem_id: v2p_c17_82dbc643113ae71b\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n    \\\"type\\\",\\n    COUNT(*) AS total_rows,\\n    SUM(CASE WHEN \\\"rating\\\" IS NULL THEN 1 ELSE 0 END) AS missing_rows,\\n    AVG(CASE WHEN \\\"rating\\\" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate\\nFROM \\\"c17\\\"\\nGROUP BY \\\"type\\\"\\nORDER BY missing_rate DESC, total_rows DESC;\", \"columns\": [\"type\", \"total_rows\", \"missing_rows\", \"missing_rate\"], \"rows\": [{\"type\": \"Movie\", \"total_rows\": 6131, \"missing_rows\": 0, \"missing_rate\": 0.0}, {\"type\": \"TV Show\", \"total_rows\": 2676, \"missing_rows\": 0, \"missing_rate\": 0.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.32}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_f1a1f26071238502/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_f1a1f26071238502/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..703e984c92adf8e35b9a67e5e5941ed7486d5b5e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_f1a1f26071238502/run_manifest.json
@@ -0,0 +1,59 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "c17",
+  "started_at": "2026-05-19T16:03:15.379330+00:00",
+  "ended_at": "2026-05-19T16:03:15.384279+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c17_f1a1f26071238502",
+    "problem_id": "v2p_c17_82dbc643113ae71b",
+    "dataset_id": "c17",
+    "template_id": "tpl_missing_rate_by_subgroup",
+    "template_name": "Missing Rate by Subgroup",
+    "family_id": "missingness_structure",
+    "canonical_subitem_id": "co_missingness_pattern_consistency",
+    "intended_facet_id": "missing_rate_by_subgroup",
+    "variant_semantic_role": "missing_rate_by_subgroup",
+    "subitem_assignment_source": "template_fixed",
+    "source_kind": "deterministic",
+    "realization_mode": "deterministic",
+    "gate_priority": "deterministic",
+    "extended_family": false,
+    "question": "Use template Missing Rate by Subgroup to probe co_missingness_pattern_consistency with semantic role missing_rate_by_subgroup. Focus on group_col=type, missing_col=rating.",
+    "bindings": {
+      "missing_col": "rating",
+      "group_col": "type"
+    },
+    "binding_roles": [
+      "missing_col",
+      "group_col"
+    ],
+    "coverage_target_min": "enumerate_all_applicable",
+    "runtime_sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS total_rows,\n    SUM(CASE WHEN {missing_col} IS NULL THEN 1 ELSE 0 END) AS missing_rows,\n    AVG(CASE WHEN {missing_col} IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY missing_rate DESC, total_rows DESC;",
+    "notes": [
+      "default_facets=missing_rate_by_subgroup,missing_target_interaction",
+      "template_selection_mode=deterministic",
+      "problem_index_within_template=10",
+      "sql_variant_index=1/1"
+    ],
+    "template_selection_mode": "deterministic",
+    "selected_template_rank": 0,
+    "problem_index_within_template": 10,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_f1a1f26071238502.sql",
+  "usage_summary": {
+    "engine": "template",
+    "input_tokens": 0,
+    "cached_input_tokens": 0,
+    "output_tokens": 0,
+    "total_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "none"
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_f1a1f26071238502/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_f1a1f26071238502/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_f1a1f26071238502/usage_summary.json
@@ -0,0 +1,9 @@
+{
+  "engine": "template",
+  "input_tokens": 0,
+  "cached_input_tokens": 0,
+  "output_tokens": 0,
+  "total_tokens": 0,
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+}
\ No newline at end of file